Lawrence Carin

Electrical and Computer Engineering

Professor of Electrical and Computer Engineering

Lawrence Carin Profile Photo

Research Interests

Applied statistics and machine learning

Bio

Lawrence Carin earned the BS, MS, and PhD degrees in electrical engineering at the University of Maryland, College Park, in 1985, 1986, and 1989, respectively. In 1989 he joined the Electrical Engineering Department at Brooklyn Polytechnic Institute (now part of NYU) as an Assistant Professor, and became an Associate Professor there in 1994. In September 1995 he joined the Electrical and Computer Engineering (ECE) Department at Duke University, where he is now a Professor. He was ECE Department Chair from 2011-2014, and Vice Provost and Vice President for Research from 2014-2020. He was the Provost at King Abdullah University of Science & Technology (KAUST) from 2020-2023, returning to Duke in 2023. From 2003-2014 he held the William H. Younger Distinguished Professorship, and since 2018 he has held the James L. Meriam Distinguished Professorship. Dr. Carin's research focuses on machine learning (ML) and artificial intelligence (AI). He publishes widely in the main ML/AI forums, and has addressed many applications of AI, including in medicine and security. He was co-founder of the small business Signal Innovations Group, which was acquired by BAE Systems in 2014, and in 2017 he co-founded the company Infinia ML, which was acquired by Aspirion in 2023. He is an IEEE Fellow.

Education

B.S.E. University of Maryland, College Park, 1985
M.Sc.Eng. University of Maryland, College Park, 1986
Ph.D. University of Maryland, College Park, 1989

Positions

Professor of Electrical and Computer Engineering

Awards, Honors, and Distinctions

Fellows. Institute for Electrical and Electronics Engineers. 2001

Courses Taught

IDS 793: Independent Study
ECE 899: Special Readings in Electrical Engineering
ECE 891: Internship
ECE 590: Advanced Topics in Electrical and Computer Engineering
ECE 495: Special Topics in Electrical and Computer Engineering

Publications

Zhang H, Cong Y, Wang Z, Zhang L, Zhao M, Chen L, et al. Text Feature Adversarial Learning for Text Generation With Knowledge Transfer From GPT2. IEEE Trans Neural Netw Learn Syst. 2024 May;35(5):6558–69.
Assaad S, Dov D, Park C, Davis R, Kovalsky SZ, Lee WT, et al. A Preliminary Study Comparing the Performance of Thyroid Molecular Tests to a Deep Learning Algorithm in Predicting Malignancy in Indeterminate Thyroid Fine Needle Aspiration Biopsies. Thyroid. 2024 Apr;34(4):531–5.
Verma V, Mehta N, Liang KJ, Mishra A, Carin L. Meta-Learned Attribute Self-Interaction Network for Continual and Generalized Zero-Shot Learning. In: Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. 2024. p. 2709–19.
Glass M, Ji Z, Davis R, Pavlisko EN, DiBernardo L, Carney J, et al. A machine learning algorithm improves the diagnostic accuracy of the histologic component of antibody mediated rejection (AMR-H) in cardiac transplant endomyocardial biopsies. Cardiovasc Pathol. 2024;72:107646.
Dow ER, Jeong HK, Katz EA, Toth CA, Wang D, Lee T, et al. A Deep-Learning Algorithm to Predict Short-Term Progression to Geographic Atrophy on Spectral-Domain Optical Coherence Tomography. JAMA Ophthalmol. 2023 Nov 1;141(11):1052–61.
Dov D, Elliott Range D, Cohen J, Bell J, Rocke DJ, Kahmke RR, et al. Deep-Learning-Based Screening and Ancillary Testing for Thyroid Cytopathology. Am J Pathol. 2023 Sep;193(9):1185–94.
Zhang H, Wang C, Wang Z, Duan Z, Chen B, Zhou M, et al. Learning Hierarchical Document Graphs From Multilevel Sentence Relations. IEEE Trans Neural Netw Learn Syst. 2023 Aug;34(8):4273–85.
Assaad S, Dov D, Davis R, Kovalsky S, Lee WT, Kahmke R, et al. Thyroid Cytopathology Cancer Diagnosis from Smartphone Images Using Machine Learning. Mod Pathol. 2023 Jun;36(6):100129.
Luo D, Xu H, Carin L. Differentiable Hierarchical Optimal Transport for Robust Multi-View Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2023 Jun 1;45(6):7293–307.
Chapfuwa P, Tao C, Li C, Khan I, Chandross KJ, Pencina MJ, et al. Calibration and Uncertainty in Neural Time-to-Event Modeling. IEEE Trans Neural Netw Learn Syst. 2023 Apr;34(4):1666–80.
Li Z, Cong Y, Chen X, Qi J, Sun J, Yan T, et al. Vision transformer-based weakly supervised histopathological image analysis of primary brain tumors. iScience. 2023 Jan 20;26(1).
Verma VK, Mehta N, Si S, Henao R, Carin L. Pushing the Efficiency Limit Using Structured Sparse Convolutions. In: Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023. 2023. p. 6492–502.
Mariottoni EB, Datta S, Shigueoka LS, Jammal AA, Tavares IM, Henao R, et al. Deep Learning-Assisted Detection of Glaucoma Progression in Spectral-Domain OCT. Ophthalmol Glaucoma. 2023;6(3):228–38.
Xu H, Liu J, Luo D, Carin L. Representing Graphs via Gromov-Wasserstein Factorization. IEEE transactions on pattern analysis and machine intelligence. 2023 Jan;45(1):999–1016.
Bai K, Cheng P, Hao W, Henao R, Carin L. Estimating Total Correlation with Mutual Information Estimators. In: Proceedings of Machine Learning Research. 2023. p. 2147–64.
Zhan X, Li Y, Dong X, Liang X, Hu Z, Carin L. elBERto: Self-supervised commonsense learning for question answering. Knowledge-Based Systems. 2022 Dec 22;258.
Sundararaman D, Subramanian V, Wang G, Xu L, Carin L. Improving Downstream Task Performance by Treating Numbers as Entities. In: International Conference on Information and Knowledge Management, Proceedings. 2022. p. 4535–9.
Draelos RL, Carin L. Explainable multiple abnormality classification of chest CT volumes. Artificial intelligence in medicine. 2022 Oct;132:102372.
Xia M, Kheterpal MK, Wong SC, Park C, Ratliff W, Carin L, et al. Lesion identification and malignancy prediction from clinical dermatological images. Sci Rep. 2022 Sep 23;12(1):15836.
Dov D, Kovalsky SZ, Feng Q, Assaad S, Cohen J, Bell J, et al. Use of Machine Learning-Based Software for the Screening of Thyroid Cytopathology Whole Slide Images. Arch Pathol Lab Med. 2022 Jul 1;146(7):872–8.
Dov D, Assaad S, Syedibrahim A, Bell J, Huang J, Madden J, et al. A Hybrid Human-Machine Learning Approach for Screening Prostate Biopsies Can Improve Clinical Efficiency Without Compromising Diagnostic Accuracy. Arch Pathol Lab Med. 2022 Jun 1;146(6):727–34.
Zhou L, Meng X, Huang Y, Kang K, Zhou J, Chu Y, et al. An interpretable deep learning workflow for discovering subvisual abnormalities in CT scans of COVID-19 inpatients and survivors. Nature Machine Intelligence. 2022 May 1;4(5):494–503.
Wisely CE, Wang D, Henao R, Grewal DS, Thompson AC, Robbins CB, et al. Convolutional neural network to identify symptomatic Alzheimer's disease using multimodal retinal imaging. Br J Ophthalmol. 2022 Mar;106(3):388–95.
Guo Q, Chen J, Wang D, Wang Y, Deng X, Carin L, et al. Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization. In: Advances in Neural Information Processing Systems. 2022.
Liu J, Shen D, Zhang Y, Dolan B, Carin L, Chen W. What Makes Good In-Context Examples for GPT-3? In: DeeLIO 2022 - Deep Learning Inside Out: 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures, Proceedings of the Workshop. 2022. p. 100–14.
Hao W, Mehta N, Liang KJ, Cheng P, El-Khamy M, Carin L. WAFFLe: Weight Anonymized Factorization for Federated Learning. IEEE Access. 2022 Jan 1;10:49207–18.
Chapfuwa P, Rose S, Carin L, Meeds E, Henao R. Capturing Actionable Dynamics with Structured Latent Ordinary Differential Equations. In: Proceedings of Machine Learning Research. 2022. p. 286–95.
Yuan S, Li Y, Wang D, Bai K, Carin L, Carlson D. Learning to Weight Filter Groups for Robust Classification. In: Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022. 2022. p. 3321–30.
Si S, Oates CJ, Duncan AB, Carin L, Briol FX. Scalable Control Variates for Monte Carlo Methods Via Stochastic Optimization. In: Springer Proceedings in Mathematics and Statistics. 2022. p. 205–21.
Gao Q, Wang D, Amason JD, Yuan S, Tao C, Henao R, et al. GRADIENT IMPORTANCE LEARNING FOR INCOMPLETE OBSERVATIONS. In: ICLR 2022 - 10th International Conference on Learning Representations. 2022.
Chapfuwa P, Rose S, Carin L, Meeds E, Henao R. Capturing Actionable Dynamics with Structured Latent Ordinary Differential Equations. In: Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, UAI 2022. 2022. p. 286–95.
Wong SC, Ratliff W, Xia M, Park C, Sendak M, Balu S, et al. Use of convolutional neural networks in skin lesion analysis using real world image and non-image data. Front Med (Lausanne). 2022;9:946937.
Bai K, Wang G, Li J, Park S, Lee S, Xu P, et al. Open World Classification with Adaptive Negative Samples. In: Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022. 2022. p. 4378–92.
Chen J, Xiu Z, Goldstein BA, Henao R, Carin L, Tao C. Supercharging Imbalanced Data Learning With Energy-based Contrastive Representation Transfer. In: Adv Neural Inf Process Syst. 2021. p. 21229–43.
Carin L. In Reply to Prashar and to Savage. Academic medicine : journal of the Association of American Medical Colleges. 2021 Sep;96(9):1230.
Meireles OR, Rosman G, Altieri MS, Carin L, Hager G, Madani A, et al. SAGES consensus recommendations on an annotation framework for surgical video. Surg Endosc. 2021 Sep;35(9):4918–29.
Yang Q, Zhang J, Hao W, Spell GP, Carin L. FLOP: Federated Learning on Medical Datasets using Partial Networks. In: Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. 2021. p. 3845–53.
Datta S, Mariottoni EB, Dov D, Jammal AA, Carin L, Medeiros FA. RetiNerveNet: using recursive deep learning to estimate pointwise 24-2 visual field data based on retinal structure. Sci Rep. 2021 Jun 15;11(1):12562.
Hao W, El-Khamy M, Lee J, Zhang J, Liang KJ, Chen C, et al. Towards fair federated learning with zero-shot data augmentation. In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. 2021. p. 3305–14.
Dov D, Assaad S, Si S, Wang R, Xu H, Kovalsky SZ, et al. Affinitention nets: Kernel perspective on attention architectures for set classification with applications to medical text and images. In: ACM CHIL 2021 - Proceedings of the 2021 ACM Conference on Health, Inference, and Learning. 2021. p. 14–24.
Chapfuwa P, Assaad S, Zeng S, Pencina MJ, Carin L, Henao R. Enabling counterfactual survival analysis with balanced representations. In: ACM CHIL 2021 - Proceedings of the 2021 ACM Conference on Health, Inference, and Learning. 2021. p. 133–45.
Dai S, Cheng Y, Zhang Y, Gan Z, Liu J, Carin L. Contrastively Smoothed Class Alignment for Unsupervised Domain Adaptation. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2021. p. 268–83.
Assaad S, Zeng S, Mehta N, Henao R, Tao C, Datta S, et al. Counterfactual Representation Learning with Balancing Weights. Proceedings of Machine Learning Research. 2021 Jan 1;130:1972–80.
Dai S, Gan Z, Cheng Y, Tao C, Carin L, Liu J. APo-VAE: Text Generation in Hyperbolic Space. In: NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. 2021. p. 416–31.
Wang W, Xu H, Wang G, Carin L. Zero-shot recognition via optimal transport. In: Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021. 2021. p. 3470–80.
Sundararaman D, Tsai H, Lee KH, Turc I, Carin L. Learning Task Sampling Policy for Multitask Learning. In: Findings of the Association for Computational Linguistics, Findings of ACL: EMNLP 2021. 2021. p. 4410–5.
Varshney S, Verma VK, Srijith PK, Carin L, Rai P. CAM-GAN: Continual Adaptation Modules for Generative Adversarial Networks. In: Advances in Neural Information Processing Systems. 2021. p. 15175–87.
Verma VK, Liang KJ, Mehta N, Rai P, Carin L. Efficient feature transformations for discriminative and generative continual learning. In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 2021. p. 13860–70.
Xu H, Luo D, Carin L, Zha H. Learning Graphons via Structured Gromov-Wasserstein Barycenters. In: 35th AAAI Conference on Artificial Intelligence, AAAI 2021. 2021. p. 10505–13.
Liang KJ, Hao W, Shen D, Zhou Y, Chen W, Chen C, et al. MIXKD: TOWARDS EFFICIENT DISTILLATION OF LARGE-SCALE LANGUAGE MODELS. In: ICLR 2021 - 9th International Conference on Learning Representations. 2021.
Cheng P, Hao W, Yuan S, Si S, Carin L. FAIRFIL: CONTRASTIVE NEURAL DEBIASING METHOD FOR PRETRAINED TEXT ENCODERS. In: ICLR 2021 - 9th International Conference on Learning Representations. 2021.
Yuan S, Cheng P, Zhang R, Hao W, Gan Z, Carin L. IMPROVING ZERO-SHOT VOICE STYLE TRANSFER VIA DISENTANGLED REPRESENTATION LEARNING. In: ICLR 2021 - 9th International Conference on Learning Representations. 2021.
Cong Y, Zhao M, Li J, Chen J, Carin L. GO Hessian for Expectation-Based Objectives. In: 35th AAAI Conference on Artificial Intelligence, AAAI 2021. 2021. p. 12060–8.
Chen L, Wang D, Gan Z, Liu J, Henao R, Carin L. Wasserstein contrastive representation distillation. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 2021 Jan 1;16291–300.
Sundararaman D, Subramanian V, Wang G, Si S, Shen D, Wang D, et al. Syntactic Knowledge-Infused Transformer and BERT models. In: CEUR Workshop Proceedings. 2021.
Draelos RL, Dov D, Mazurowski MA, Lo JY, Henao R, Rubin GD, et al. Machine-learning-based multiple abnormality prediction with large-scale chest computed tomography volumes. Med Image Anal. 2021 Jan;67:101857.
Mehta N, Liang KJ, Verma VK, Carin L. Continual Learning using a Bayesian Nonparametric Dictionary of Weight Factors. In: Proceedings of Machine Learning Research. 2021. p. 100–8.
Dov D, Kovalsky SZ, Assaad S, Cohen J, Range DE, Pendse AA, et al. Weakly supervised instance learning for thyroid malignancy prediction from whole slide cytopathology images. Med Image Anal. 2021 Jan;67:101814.
Subramanian V, Engelhard M, Berchuck S, Chen L, Henao R, Carin L. SpanPredict: Extraction of Predictive Document Spans with Neural Attention. In: NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. 2021. p. 5234–58.
Carin L. On Artificial Intelligence and Deep Learning Within Medical Education. Academic medicine : journal of the Association of American Medical Colleges. 2020 Nov;95(11S Association of American Medical Colleges Learn Serv):S10–1.
McManigle JE, Bartz RR, Carin L. Y-Net for Chest X-Ray Preprocessing: Simultaneous Classification of Geometry and Segmentation of Annotations. In: Annu Int Conf IEEE Eng Med Biol Soc. 2020. p. 1266–9.
Ting DSW, Carin L, Dzau V, Wong TY. Digital technology and COVID-19. Nat Med. 2020 Apr;26(4):459–61.
Elliott Range DD, Dov D, Kovalsky SZ, Henao R, Carin L, Cohen J. Application of a machine learning algorithm to predict malignancy in thyroid cytopathology. Cancer Cytopathol. 2020 Apr;128(4):287–95.
Mariottoni EB, Datta S, Dov D, Jammal AA, Berchuck SI, Tavares IM, et al. Artificial Intelligence Mapping of Structure to Function in Glaucoma. Transl Vis Sci Technol. 2020 Mar;9(2):19.
Chapfuwa P, Li C, Mehta N, Carin L, Henao R. Survival cluster analysis. ACM CHIL 2020 - Proceedings of the 2020 ACM Conference on Health, Inference, and Learning. 2020 Feb 4;60–8.
Li Y, Li C, Zhang Y, Li X, Zheng G, Carin L, et al. Complementary auxiliary classifiers for label-conditional text generation. In: AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. 2020. p. 8303–10.
Cong Y, Zhao M, Li J, Wang S, Carin L. GAN memory with no forgetting. In: Advances in Neural Information Processing Systems. 2020.
Si S, Wang R, Wosik J, Zhang H, Dov D, Wang G, et al. Students Need More Attention: BERT-based Attention Model for Small Data with Application to Automatic Patient Message Triage. Proceedings of Machine Learning Research. 2020 Jan 1;126:436–56.
Zhang R, Chen C, Zhang X, Bai K, Carin L. Semantic matching for sequence-to-sequence learning. In: Findings of the Association for Computational Linguistics Findings of ACL: EMNLP 2020. 2020. p. 212–22.
Cheng P, Hao W, Dai S, Liu J, Gan Z, Carin L. CLUB: A contrastive log-ratio upper bound of mutual information. In: 37th International Conference on Machine Learning, ICML 2020. 2020. p. 1757–66.
Zhao M, Cong Y, Carin L. On leveraging pretrained GANs for generation with limited data. In: 37th International Conference on Machine Learning, ICML 2020. 2020. p. 11277–88.
Chen L, Gan Z, Cheng Y, Li L, Carin L, Liu J. Graph optimal transport for cross-domain alignment. In: 37th International Conference on Machine Learning, ICML 2020. 2020. p. 1520–31.
Chen L, Bai K, Tao C, Zhang Y, Wang G, Wang W, et al. Sequence generation with optimal-transport-enhanced reinforcement learning. In: AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. 2020. p. 7512–20.
Zhao M, Cong Y, Dai S, Carin L. Bridging maximum likelihood and adversarial learning via α-divergence. In: AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. 2020. p. 6901–8.
Wang R, Si S, Wang G, Zhang L, Carin L, Henao R. Integrating task specific information into pretrained language models for low resource fine tuning. In: Findings of the Association for Computational Linguistics Findings of ACL: EMNLP 2020. 2020. p. 3181–6.
Yuan S, Bai K, Chen L, Zhang Y, Tao C, Li C, et al. Weakly supervised cross-domain alignment with optimal transport. 31st British Machine Vision Conference, BMVC 2020. 2020 Jan 1;
Zhang H, Li Y, Deng Z, Liang X, Carin L, Xing EP. AutoSync: Learning to synchronize for data-parallel distributed deep learning. In: Advances in Neural Information Processing Systems. 2020.
Lobel S, Li C, Gao J, Carin L. RACT: TOWARDS AMORTIZED RANKING-CRITICAL TRAINING FOR COLLABORATIVE FILTERING. In: 8th International Conference on Learning Representations, ICLR 2020. 2020.
Cheng P, Min MR, Shen D, Malon C, Zhang Y, Li Y, et al. Improving disentangled text representation learning with information-theoretic guidance. In: Proceedings of the Annual Meeting of the Association for Computational Linguistics. 2020. p. 7530–41.
Shen D, Cheng P, Sundararaman D, Zhang X, Yang Q, Tang M, et al. Learning compressed sentence representations for on-device text processing. In: ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. 2020. p. 107–16.
Lu Y, Jia Y, Wang J, Li B, Chai W, Carin L, et al. Enhancing cross-task black-box transferability of adversarial examples with dispersion reduction. In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 2020. p. 937–46.
Li B, Chen C, Liu H, Carin L. On connecting stochastic gradient MCMC and differential privacy. In: AISTATS 2019 - 22nd International Conference on Artificial Intelligence and Statistics. 2020.
Yang Y, Liang KJ, Carin L. Object Detection as a Positive-Unlabeled Problem. In: 31st British Machine Vision Conference, BMVC 2020. 2020.
Dai S, Sohn K, Tsai YH, Carin L, Chandraker M. Adaptation Across Extreme Variations using Unlabeled Bridges. In: 31st British Machine Vision Conference, BMVC 2020. 2020.
Shen D, Celikyilmaz A, Zhang Y, Chen L, Wang X, Gao J, et al. Towards generating long and coherent text with multi-level latent variable models. In: ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. 2020. p. 2079–89.
Xu H, Luo D, Henao R, Shah S, Carin L. Learning autoencoders with relational regularization. 37th International Conference on Machine Learning, ICML 2020. 2020 Jan 1;PartF168147-14:10507–17.
Zhang J, Zhang R, Carin L, Chen C. Stochastic Particle-Optimization Sampling and the Non-Asymptotic Convergence Theory. In: Proceedings of Machine Learning Research. 2020. p. 1877–87.
Zhang R, Chen C, Gan Z, Wang W, Shen D, Wang G, et al. Improving adversarial text generation by modeling the distant future. In: Proceedings of the Annual Meeting of the Association for Computational Linguistics. 2020. p. 2516–31.
Zhang J, Zhao Y, Zhang R, Carin L, Chen C. Variance reduction in stochastic particle-optimization sampling. In: 37th International Conference on Machine Learning, ICML 2020. 2020. p. 11244–53.
Sigman JB, Spell GP, Liang KJ, Carin L. Background Adaptive Faster R-CNN for semi-supervised convolutional object detection of threats in X-ray images. In: Proceedings of SPIE - The International Society for Optical Engineering. 2020.
Zhang R, Wen Z, Chen C, Fang C, Yu T, Carin L. Scalable Thompson sampling via optimal transport. In: AISTATS 2019 - 22nd International Conference on Artificial Intelligence and Statistics. 2020.
Li C, Bai K, Li J, Wang G, Chen C, Carin L. Adversarial learning of a sampler based on an unnormalized distribution. In: AISTATS 2019 - 22nd International Conference on Artificial Intelligence and Statistics. 2020.
Lu D, Tao C, Chen J, Li F, Guo F, Carin L. Reconsidering generative objectives for counterfactual reasoning. In: Advances in Neural Information Processing Systems. 2020.
Spell GP, Hillygus DS, Guay B, Carin L. An embedding model for estimating legislative preferences from the frequency and sentiment of tweets. In: EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. 2020. p. 627–41.
Zhang R, Chen C, Gan Z, Wen Z, Wang W, Carin L. Nested-Wasserstein Self-Imitation Learning for Sequence Generation. In: Proceedings of Machine Learning Research. 2020. p. 422–33.
Inkawhich N, Liang KJ, Carin L, Chen Y. TRANSFERABLE PERTURBATIONS OF DEEP FEATURE DISTRIBUTIONS. In: 8th International Conference on Learning Representations, ICLR 2020. 2020.
Li J, Li C, Wang G, Fu H, Lin YC, Chen L, et al. Improving text generation with student-forcing optimal transport. In: EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. 2020. p. 9144–56.
Zhang X, Yang Y, Yuan S, Shen D, Carin L. Syntax-infused variational autoencoder for text generation. In: ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. 2020. p. 2069–78.
Wang W, Xu H, Gan Z, Li B, Wang G, Chen L, et al. Graph-driven generative models for heterogeneous multi-task learning. In: AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. 2020. p. 979–88.
Hao W, Li C, Li X, Carin L, Gao J. Towards Learning a Generic Agent for Vision-and-Language Navigation via Pre-training. In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 2020. p. 13134–43.
Sundararaman D, Si S, Subramanian V, Wang G, Hazarika D, Carin L. Methods for numeracy-preserving word embeddings. In: EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. 2020. p. 4742–53.
Chen L, Wang G, Tao C, Shen D, Cheng P, Zhang X, et al. Improving textual network embedding with global attention via optimal transport. In: ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. 2020. p. 5193–202.
Inkawhich N, Liang KJ, Wang B, Inkawhich M, Carin L, Chen Y. Perturbing across the feature hierarchy to improve standard and strict blackbox attack transferability. In: Advances in Neural Information Processing Systems. 2020.
Singh P, Verma VK, Mazumder P, Carin L, Rai P. Calibrating CNNs for lifelong learning. In: Advances in Neural Information Processing Systems. 2020.
Ting DSW, Carin L, Abramoff MD. Observations and Lessons Learned From the Artificial Intelligence Studies for Diabetic Retinopathy Screening. JAMA ophthalmology. 2019 Sep;137(9):994–5.
Engelhard MM, Oliver JA, Henao R, Hallyburton M, Carin LE, Conklin C, et al. Identifying Smoking Environments From Images of Daily Life With Deep Learning. JAMA Netw Open. 2019 Aug 2;2(8):e197939.
Li Y, Gan Z, Shen Y, Liu J, Cheng Y, Wu Y, et al. Storygan: A sequential conditional gan for story visualization. In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 2019. p. 6322–31.
Dov D, Kovalsky SZ, Cohen J, Range DE, Henao R, Carin L. Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology Images. Proceedings of Machine Learning Research. 2019 Jan 1;106:553–70.
Li C, Chen C, Pu Y, Henao R, Carin L. Communication-Efficient stochastic gradient mcmc for neural networks. In: 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019. 2019. p. 4173–80.
Yang Q, Huo Z, Wang W, Huang H, Carin L. Ouroboros: On accelerating training of transformer-based language models. In: Advances in Neural Information Processing Systems. 2019.
Zhang R, Yu T, Shen Y, Jin H, Chen C, Carin L. Reward constrained interactive recommendation with natural language feedback. In: Advances in Neural Information Processing Systems. 2019.
Li B, Chen C, Wang W, Carin L. Certified adversarial robustness with additive noise. In: Advances in Neural Information Processing Systems. 2019.
Liang KJ, Wang G, Li Y, Henao R, Carin L. Kernel-based approaches for sequence modeling: Connections to neural methods. Advances in Neural Information Processing Systems. 2019 Jan 1;32.
Liu C, Zhuo J, Cheng P, Zhang R, Zhu J, Carin L. Understanding and accelerating particle-based variational inference. In: 36th International Conference on Machine Learning, ICML 2019. 2019. p. 7187–205.
Tao C, Chen L, Dai S, Chen J, Bai K, Wang D, et al. On fenchel mini-max learning. In: Advances in Neural Information Processing Systems. 2019.
Chen L, Zhang Y, Zhang R, Tao C, Gan Z, Zhang H, et al. Improving sequence-to-sequence learning via optimal transport. In: 7th International Conference on Learning Representations, ICLR 2019. 2019.
Carlson D, Carin L. Continuing progress of spike sorting in the era of big data. Current opinion in neurobiology. 2019;55:90–6.
Wang W, Gan Z, Xu H, Zhang R, Wang G, Shen D, et al. Topic-guided variational autoencoders for text generation. In: NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference. 2019. p. 166–77.
Fu H, Li C, Liu X, Gao J, Celikyilmaz A, Carin L. Cyclical annealing schedule: A simple approach to mitigating KL vanishing. In: NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference. 2019. p. 240–50.
Xu H, Luo D, Zha H, Carin L. Gromov-Wasserstein learning for graph matching and node embedding. In: 36th International Conference on Machine Learning, ICML 2019. 2019. p. 11992–2007.
Pu Y, Gan Z, Carin L, Min MR. Adaptive feature abstraction for translating video to language. In: 5th International Conference on Learning Representations, ICLR 2017 - Workshop Track Proceedings. 2019.
Chen L, Zhang Y, Zhang R, Tao C, Gan Z, Zhang H, et al. Improving sequence-to-sequence learning via optimal transport. In: 7th International Conference on Learning Representations, ICLR 2019. 2019.
Pu Y, Gan Z, Carin L, Min MR. Adaptive feature abstraction for translating video to language. In: 5th International Conference on Learning Representations, ICLR 2017 - Workshop Track Proceedings. 2019.
Chen L, Zhang Y, Zhang R, Tao C, Gan Z, Zhang H, et al. Improving sequence-to-sequence learning via optimal transport. In: 7th International Conference on Learning Representations, ICLR 2019. 2019.
Cong Y, Zhao M, Bai K, Carin L. Go gradient for expectation-based objectives. In: 7th International Conference on Learning Representations, ICLR 2019. 2019.
Mehta N, Carin L, Rai P. Stochastic Blockmodels meet Graph Neural Networks. In: 36th International Conference on Machine Learning, ICML 2019. 2019. p. 7849–57.
Cong Y, Zhao M, Bai K, Carin L. Go gradient for expectation-based objectives. In: 7th International Conference on Learning Representations, ICLR 2019. 2019.
Xu H, Luo D, Carin L. Scalable gromov-wasserstein learning for graph partitioning and matching. In: Advances in Neural Information Processing Systems. 2019.
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Ray P, Zheng L, Lucas J, Carin L. Bayesian joint analysis of heterogeneous genomics data. Bioinformatics (Oxford, England). 2014 May;30(10):1370–6.
Stevens A, Yang H, Carin L, Arslan I, Browning ND. The potential for Bayesian compressive sensing to significantly reduce electron dose in high-resolution STEM images. Microscopy (Oxford, England). 2014 Feb;63(1):41–51.
Lian W, Rao V, Eriksson B, Carin L. Modeling correlated arrival events with latent semi-Markov processes. In: 31st International Conference on Machine Learning, ICML 2014. 2014. p. 620–9.
Han S, Du L, Salazar E, Carin L. Dynamic rank factor model for text streams. In: Advances in Neural Information Processing Systems. 2014. p. 2663–71.
Wang L, Razi A, Dias Rodrigues M, Calderbank R, Carin L. Nonlinear information-theoretic compressive measurement design. In: 31st International Conference on Machine Learning, ICML 2014. 2014. p. 2896–907.
Yang J, Liao X, Chen M, Carin L. Compressive sensing of signals from a GMM with sparse precision matrices. In: Advances in Neural Information Processing Systems. 2014. p. 3194–202.
Carin L. Statistical methods in compressive imaging. In: Optics InfoBase Conference Papers. 2014.
Michaels R. Foreword. 2014;
Arce GR, Brady DJ, Carin L, Arguello H, Kittle DS. Compressive coded aperture spectral imaging: An introduction. IEEE Signal Processing Magazine. 2014 Jan 1;31(1):105–15.
Tsalik EL, Langley RJ, Dinwiddie DL, Miller NA, Yoo B, van Velkinburgh JC, et al. An integrated transcriptome and expressed variant analysis of sepsis survival and death. Genome Med. 2014;6(11):111.
Ulrich K, Carlson DE, Lian W, Borg JS, Dzirasa K, Carin L. Analysis of Brain States from Multi-Region LFP Time-Series. In: Advances in Neural Information Processing Systems. 2014.
Henao R, Yuan X, Carin L. Bayesian nonlinear support vector machines and discriminative factor modeling. In: Advances in Neural Information Processing Systems. 2014. p. 1754–62.
Carlson DE, Borg JS, Dzirasa K, Carin L. On the Relationship Between LFP & Spiking Data. In: Advances in Neural Information Processing Systems. 2014.
Rai P, Wang Y, Guo S, Chen G, Dunson D, Carin L. Scalable bayesian low-rank decomposition of incomplete multiway tensors. In: 31st International Conference on Machine Learning, ICML 2014. 2014. p. 3810–20.
Carin L. Statistical methods in compressive imaging. In: Optics InfoBase Conference Papers. 2014.
Xing Z, Nicholson B, Jimenez M, Veldman T, Hudson L, Lucas J, et al. Bayesian modeling of temporal properties of infectious disease in a college student population. Journal of Applied Statistics. 2014 Jan 1;41(6):1358–82.
Padmanabhan RK, Somasundar VH, Griffith SD, Zhu J, Samoyedny D, Tan KS, et al. An active learning approach for rapid characterization of endothelial cells in human tumors. PloS one. 2014 Jan;9(3):e90495.
Wang L, Carlson DE, Rodrigues MRD, Calderbank R, Carin L. A Bregman matrix and the gradient of mutual information for vector Poisson and Gaussian channels. IEEE Transactions on Information Theory. 2014;60:2611–29.
Hu C, Ryu E, Carlson D, Wang Y, Carin L. Latent Gaussian models for topic modeling. In: Artificial Intelligence and Statistics. 2014. p. 393–401.
Wang L, Rodrigues M, Carin L. Generalized Bregman divergence and gradient of mutual information for vector Poisson channels. IEEE International Symposium on Information Theory - Proceedings. 2013 Dec 19;454–8.
Liu M, Liao X, Carin L. Online expectation maximization for reinforcement learning in POMDPs. IJCAI International Joint Conference on Artificial Intelligence. 2013 Dec 1;1501–7.
Renna F, Calderbank R, Carin L, Rodrigues MRD. Reconstruction of Gaussian mixture models from compressive measurements: A phase transition view. 2013 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013 - Proceedings. 2013 Dec 1;628.
Renna F, Rodrigues MRD, Chen M, Calderbank R, Carin L. Compressive sensing for incoherent imaging systems with optical constraints. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2013 Oct 18;5484–8.
Zaas AK, Burke T, Chen M, McClain M, Nicholson B, Veldman T, et al. A host-based RT-PCR gene expression signature to identify acute respiratory viral infection. Sci Transl Med. 2013 Sep 18;5(203):203ra126.
Lu Y, Trett K, Shain W, Carin L, Coifman R, Roysam B. Quantitative profiling of microglia populations using harmonic co-clustering of arbor morphology measurements. Proceedings - International Symposium on Biomedical Imaging. 2013 Aug 22;1360–3.
Salazar E, Dunson DB, Carin L. Analysis of space-time relational data with application to legislative voting. Computational Statistics and Data Analysis. 2013 Jul 29;68:141–54.
Langley RJ, Tsalik EL, van Velkinburgh JC, Glickman SW, Rice BJ, Wang C, et al. An integrated clinico-metabolomic model improves prediction of death in sepsis. Sci Transl Med. 2013 Jul 24;5(195):195ra95.
Rajwade A, Kittle D, Tsai TH, Brady D, Carin L. Coded hyperspectral imaging and blind compressive sensing. SIAM Journal on Imaging Sciences. 2013 Jul 15;6(2):782–812.
Murray JS, Dunson DB, Carin L, Lucas JE. Bayesian Gaussian Copula Factor Models for Mixed Data. Journal of the American Statistical Association. 2013 Jun;108(502):656–65.
Henao R, Thompson JW, Moseley MA, Ginsburg GS, Carin L, Lucas JE. Latent protein trees. Annals of Applied Statistics. 2013 Jun 1;7(2):691–713.
Llull P, Liao X, Yuan X, Yang J, Kittle D, Carin L, et al. Coded aperture compressive temporal imaging. Optics express. 2013 May;21(9):10526–45.
Wang E, Salazar E, Dunson D, Carin L. Spatio-temporal modeling of legislation and votes. Bayesian Analysis. 2013 Mar 22;8(1):233–68.
Duarte-Carvajalino JM, Yu G, Carin L, Sapiro G. Task-driven adaptive statistical compressive sensing of gaussian mixture models. IEEE Transactions on Signal Processing. 2013 Jan 21;61(3):585–600.
Liu M, Liao X, Carin L. Online expectation maximization for reinforcement learning in POMDPs. IJCAI International Joint Conference on Artificial Intelligence. 2013;1501–7.
Henao R, Murray J, Ginsburg G, Carin L, Lucas JE. Patient clustering with uncoded text in electronic medical records. AMIA Annu Symp Proc. 2013;2013:592–9.
Xing Z, Nicholson B, Jimenez M, Veldman T, Hudson L, Lucas J, et al. Bayesian modeling of temporal properties of infectious disease in a college student population. Journal of Applied Statistics. 2013;
Yang J, Yuan X, Liao X, Llull P, Sapiro G, Brady DJ, et al. Gaussian mixture model for video compressive sensing. 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings. 2013 Jan 1;19–23.
Llull P, Liao X, Yuan X, Yang J, Kittle D, Carin L, et al. Compressive sensing for video using a passive coding element. In: Optics InfoBase Conference Papers. 2013.
Chen B, Polatkan G, Sapiro G, Blei D, Dunson D, Carin L. Deep Learning with Hierarchical Convolutional Factor Analysis. IEEE transactions on pattern analysis and machine intelligence. 2013 Jan;
Woods CW, McClain MT, Chen M, Zaas AK, Nicholson BP, Varkey J, et al. A host transcriptional signature for presymptomatic detection of infection in humans exposed to influenza H1N1 or H3N2. PLoS One. 2013;8(1):e52198.
Vats D, Studer C, Lan AS, Carin L, Baraniuk RG. Test-size reduction for concept estimation. In: Proceedings of the 6th International Conference on Educational Data Mining, EDM 2013. 2013.
Karumbaiah L, Saxena T, Carlson D, Patil K, Patkar R, Gaupp EA, et al. Relationship between intracortical electrode design and chronic recording function. Biomaterials. 2013;34:8061–74.
Salazar E, Bogdan R, Gorka A, Hariri AR, Carin L. Exploring the mind: Integrating questionnaires and fMRI. 30th International Conference on Machine Learning, ICML 2013. 2013 Jan 1;(PART 2):921–9.
Wang L, Carlson DE, Rodrigues M, Wilcox D, Calderbank R, Carin L. Designed measurements for vector count data. Advances in neural information processing systems. 2013;1142–50.
Llull P, Liao X, Yuan X, Yang J, Kittle D, Carin L, et al. Compressive sensing for video using a passive coding element. Optics InfoBase Conference Papers. 2013 Jan 1;
Carlson DE, Rao V, Vogelstein JT, Carin L. Real-time inference for a gamma process model of neural spiking. Advances in Neural Information Processing Systems. 2013;2805–13.
Campbell T, Liu M, Kulis B, How JP, Carin L. Dynamic clustering via asymptotics of the dependent Dirichlet process mixture. Advances in Neural Information Processing Systems. 2013 Jan 1;
Carlson DE, Vogelstein JT, Wu Q, Lian W, Zhou M, Stoetzner CR, et al. Multichannel electrophysiological spike sorting via joint dictionary learning and mixture modeling. IEEE Transactions on Biomedical Engineering. 2013;61:41–54.
Yuan X, Yang J, Llull P, Liao X, Sapiro G, Brady DJ, et al. Adaptive temporal compressive sensing for video. 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings. 2013 Jan 1;14–8.
Vats D, Studer C, Lan AS, Carin L, Baraniuk RG. Test-size reduction for concept estimation. In: Proceedings of the 6th International Conference on Educational Data Mining, EDM 2013. 2013.
Han S, Liao X, Carin L. Integrated non-factorized variational inference. Advances in Neural Information Processing Systems. 2013 Jan 1;
Zhou M, Carin L. Augment-and-conquer negative binomial processes. Advances in Neural Information Processing Systems. 2012 Dec 1;4:2546–54.
Li L, Zhang XX, Zhou M, Carin L. Nested dictionary learning for hierarchical organization of imagery and text. Uncertainty in Artificial Intelligence - Proceedings of the 28th Conference, UAI 2012. 2012 Dec 1;469–78.
Ding M, He L, Dunson D, Carin L. Nonparametric Bayesian Segmentation of a Multivariate Inhomogeneous Space-Time Poisson Process. Bayesian analysis. 2012 Dec;7(4):813–40.
Zhang XX, Carin L. Joint modeling of a matrix with associated text via latent binary features. Advances in Neural Information Processing Systems. 2012 Dec 1;2:1556–64.
Carin L. Dictionary learning for hyperspectral video compressive sensing. Frontiers in Optics, FIO 2012. 2012 Dec 1;
Silva J, Carin L. Active learning for large-scale factor analysis. 2012 IEEE Statistical Signal Processing Workshop, SSP 2012. 2012 Nov 6;161–4.
Carson WR, Rodrigues MRD, Chen M, Carin L, Calderbank R. How to focus the discriminative power of a dictionary. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2012 Oct 23;1365–8.
Duarte-Carvajalino JM, Yu G, Carin L, Sapiro G. Adapted statistical compressive sensing: Learning to sense gaussian mixture models. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2012 Oct 23;3653–6.
Li L, Silva J, Zhou M, Carin L. Online Bayesian dictionary learning for large datasets. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2012 Oct 23;2157–60.
Wang Y, Carin L. Lévy measure decompositions for the beta and gamma processes. Proceedings of the 29th International Conference on Machine Learning, ICML 2012. 2012 Oct 10;1:73–80.
Salazar E, Cain MS, Darling EF, Mitroff SR, Carin L. Inferring latent structure from mixed real and categorical relational data. Proceedings of the 29th International Conference on Machine Learning, ICML 2012. 2012 Oct 10;2:1039–46.
Han S, Liao X, Carin L. Cross-domain multitask learning with latent probit models. Proceedings of the 29th International Conference on Machine Learning, ICML 2012. 2012 Oct 10;2:1463–70.
Chen M, Carson W, Rodrigues M, Calderbank R, Carin L. Communications inspired linear discriminant analysis. Proceedings of the 29th International Conference on Machine Learning, ICML 2012. 2012 Oct 10;1:919–26.
Zhou M, Li L, Dunson D, Carin L. Lognormal and gamma mixed negative binomial regression. Proceedings of the 29th International Conference on Machine Learning, ICML 2012. 2012 Oct 10;2:1343–50.
Chen X, Zhou M, Carin L. The contextual focused topic model. Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. 2012 Sep 14;96–104.
Silva J, Carin L. Active learning for online bayesian matrix factorization. Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. 2012 Sep 14;325–33.
Henao R, Thompson JW, Moseley MA, Ginsburg GS, Carin L, Lucas JE. Hierarchical factor modeling of proteomics data. 2012 IEEE 2nd International Conference on Computational Advances in Bio and Medical Sciences, ICCABS 2012. 2012 May 8;
Xing Z, Zhou M, Castrodad A, Sapiro G, Carin L. Dictionary learning for noisy and incomplete hyperspectral images. SIAM Journal on Imaging Sciences. 2012 Feb 13;5(1):33–56.
Zhou M, Chen H, Paisley J, Ren L, Li L, Xing Z, et al. Nonparametric Bayesian dictionary learning for analysis of noisy and incomplete images. IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2012 Jan;21(1):130–44.
Carson WR, Chen M, Rodrigues MRD, Calderbank R, Carin L. Communications-inspired projection design with application to compressive sensing. SIAM Journal on Imaging Sciences. 2012 Jan 1;5(4):1182–212.
Zhou M, Hannah LA, Dunson DB, Carin L. Beta-negative binomial process and poisson factor analysis. Journal of Machine Learning Research. 2012 Jan 1;22:1462–71.
Carin L. Dictionary learning for hyperspectral video compressive sensing. In: Frontiers in Optics, FIO 2012. 2012.
Carin L, Hero A, Lucas J, Dunson D, Chen M, Heñao R, et al. High-Dimensional Longitudinal Genomic Data: An analysis used for monitoring viral infections. IEEE Signal Process Mag. 2012 Jan 1;29(1):108–23.
Padmanabhan R, Somasundar V, Roysam B, Liao X, Carin L, Hu J, et al. Active machine learning method for identification of cell types in multiplex-stained histopathology specimens imaged by multi-spectral microscopy. Microscopy and Microanalysis. 2012 Jan 1;18:1216–7.
Ding X, He L, Carin L. Bayesian robust principal component analysis. IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2011 Dec;20(12):3419–30.
Zhou M, Carin L, Yang H, Dunson D, Sapiro G. Dependent hierarchical beta process for image interpolation and denoising. Journal of Machine Learning Research. 2011 Dec 1;15:883–91.
Ren L, Wang Y, Dunson D, Carin L. The kernel beta process. Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011. 2011 Dec 1;
Zhang XX, Dunson DB, Carin L. Hierarchical topic modeling for analysis of time-evolving personal choices. Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011. 2011 Dec 1;
Castrodad A, Xing Z, Greer JB, Bosch E, Carin L, Sapiro G. Learning discriminative sparse representations for modeling, source separation, and mapping of hyperspectral imagery. IEEE Transactions on Geoscience and Remote Sensing. 2011 Nov 1;49(11 PART 1):4263–81.
Liu M, Liao X, Carin L. The infinite regionalized policy representation. Proceedings of the 28th International Conference on Machine Learning, ICML 2011. 2011 Oct 7;769–76.
Li L, Zhou M, Sapiro G, Carin L. On the integration of topic modeling and dictionary learning. Proceedings of the 28th International Conference on Machine Learning, ICML 2011. 2011 Oct 7;625–32.
Chen B, Polatkan G, Sapiro G, Dunson DB, Carin L. The hierarchical beta process for convolutional factor analysis and deep learning. Proceedings of the 28th International Conference on Machine Learning, ICML 2011. 2011 Oct 7;361–8.
Paisley J, Carin L, Blei D. Variational inference for stick-breaking beta process priors. Proceedings of the 28th International Conference on Machine Learning, ICML 2011. 2011 Oct 7;889–96.
Ray P, Carin L. Non-parametric Bayesian modeling and fusion of spatio-temporal information sources. Fusion 2011 - 14th International Conference on Information Fusion. 2011 Sep 13;
Ray P, Carin L. Nonparametric Bayesian factor analysis of multiple time series. IEEE Workshop on Statistical Signal Processing Proceedings. 2011 Sep 5;49–52.
Ding X, Carin L. Separating background and foregroundin video based on a nonparametric Bayesian model. IEEE Workshop on Statistical Signal Processing Proceedings. 2011 Sep 5;321–4.
Wang E, Silva J, Willett R, Carin L. Dynamic relational topic model for social network analysis with noisy links. IEEE Workshop on Statistical Signal Processing Proceedings. 2011 Sep 5;497–500.
Zhou M, Yang H, Sapiro G, Dunson D, Carin L. Covariate-dependent dictionary learning and sparse coding. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2011 Aug 18;5824–7.
Li H, Liao X, Carin L. Nonparametric Bayesian feature selection for multi-task learning. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2011 Aug 18;2236–9.
Cramer C, Carin L. Bayesian topic models for describing computer network behaviors. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2011 Aug 18;1888–91.
Li L, Zhou M, Wang E, Carin L. Joint dictionary learning and topic modeling for image clustering. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2011 Aug 18;2168–71.
Wang E, Silva J, Willett R, Carin L. Time-evolving modeling of social networks. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2011 Aug 18;2184–7.
Carin L, Liu D, Guo B. Coherence, compressive sensing, and random sensor arrays. IEEE Antennas and Propagation Magazine. 2011 Aug 1;53(4):28–39.
Huang Y, Zaas AK, Rao A, Dobigeon N, Woolf PJ, Veldman T, et al. Temporal dynamics of host molecular responses differentiate symptomatic and asymptomatic influenza a infection. PLoS Genet. 2011 Aug;7(8):e1002234.
Carin L, Baraniuk RG, Cevher V, Dunson D, Jordan MI, Sapiro G, et al. Learning Low-Dimensional Signal Models: A Bayesian approach based on incomplete measurements. IEEE signal processing magazine. 2011 Mar;28(2).
Chen M, Silva J, Paisley J, Wang C, Dunson D, Carin L. Erratum: Compressive sensing on manifolds using a nonparametric mixture of factor analyzers: Algorithm and performance bounds (IEEE Transactions Signal Processing (2011)) 58,12 (6140-6155)). IEEE Transactions on Signal Processing. 2011 Mar 1;59(3):1329.
Chen M, Carlson D, Zaas A, Woods CW, Ginsburg GS, Hero A, et al. Detection of viruses via statistical gene expression analysis. IEEE Trans Biomed Eng. 2011 Mar;58(3):468–79.
Chapple CR. Foreword. European Urological Review. 2011 Jan 1;6(2):1.
Zhang XX, Dunson DB, Carin L. Hierarchical topic modeling for analysis of time-evolving personal choices. In: Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011. 2011.
Chen M, Zaas A, Woods C, Ginsburg GS, Lucas J, Dunson D, et al. Predicting Viral Infection From High-Dimensional Biomarker Trajectories. J Am Stat Assoc. 2011 Jan 1;106(496):1259–79.
Chen H, Dunson DB, Carin L. Topic Modeling with Nonparametric Markov Tree. Proceedings of the . International Conference on Machine Learning International Conference on Machine Learning. 2011 Jan;2011:377–84.
Zhang X, Dunson DB, Carin L. Tree-Structured Infinite Sparse Factor Model. Proceedings of the . International Conference on Machine Learning International Conference on Machine Learning. 2011 Jan;2011:785–92.
Ren L, Wang Y, Dunson D, Carin L. The kernel beta process. In: Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011. 2011.
Ren L, Du L, Carin L, Dunson DB. Logistic Stick-Breaking Process. Journal of machine learning research : JMLR. 2011 Jan;12(Jan):203–39.
Zhou M, Wang C, Chen M, Paisley J, Dunson D, Carin L. Nonparametric bayesian matrix completion. 2010 IEEE Sensor Array and Multichannel Signal Processing Workshop, SAM 2010. 2010 Dec 20;213–6.
Paisley J, Zhou M, Sapiro G, Carin L. Nonparametric image interpolation and dictionary learning using spatially-dependent dirichlet and beta process priors. Proceedings - International Conference on Image Processing, ICIP. 2010 Dec 1;1869–72.
Chen M, Silva J, Paisley J, Wang C, Dunson D, Carin L. Compressive Sensing on Manifolds Using a Nonparametric Mixture of Factor Analyzers: Algorithm and Performance Bounds. IEEE transactions on signal processing : a publication of the IEEE Signal Processing Society. 2010 Dec;58(12):6140–55.
Castrodad A, Xing Z, Greer J, Bosch E, Carin L, Sapiro G. Discriminative sparse representations in hyperspectral imagery. Proceedings - International Conference on Image Processing, ICIP. 2010 Dec 1;1313–6.
Wang E, Liu D, Silva J, Dunson D, Carin L. Joint analysis of time-evolving binary matrices and associated documents. Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010. 2010 Dec 1;
He L, Chen H, Carin L. Tree-Structured compressive sensing with variational bayesian analysis. IEEE Signal Processing Letters. 2010 Nov 12;17(3):233–6.
Chen B, Chen M, Paisley J, Zaas A, Woods C, Ginsburg GS, et al. Bayesian inference of the number of factors in gene-expression analysis: application to human virus challenge studies. BMC Bioinformatics. 2010 Nov 9;11:552.
Blei D, Carin L, Dunson D. Probabilistic Topic Models: A focus on graphical model design and applications to document and image analysis. IEEE signal processing magazine. 2010 Nov;27(6):55–65.
Du L, Chen M, Lucas J, Carin L. Sticky hidden Markov modeling of comparative genomic hybridization. IEEE Transactions on Signal Processing. 2010 Oct 1;58(10):5353–68.
Paisley J, Zaas A, Woods CW, Ginsburg GS, Carin L. A stick-breaking construction of the beta process. ICML 2010 - Proceedings, 27th International Conference on Machine Learning. 2010 Sep 17;847–54.
Pruteanu-Malinici I, Ren L, Paisley J, Wang E, Carin L. Hierarchical bayesian modeling of topics in time-stamped documents. IEEE transactions on pattern analysis and machine intelligence. 2010 Jun;32(6):996–1011.
Ren L, Dunson D, Lindroth S, Carin L. Dynamic nonparametric bayesian models for analysis of music. Journal of the American Statistical Association. 2010 Jun 1;105(490):458–72.
Paisley J, Liao X, Carin L. Active learning and basis selection for kernel-based linear models: A bayesian perspective. IEEE Transactions on Signal Processing. 2010 May 1;58(5):2686–700.
Wang C, Liao X, Carin L, Dunson DB. Classification with Incomplete Data Using Dirichlet Process Priors. Journal of machine learning research : JMLR. 2010 Mar;11:3269–311.
Zaas AK, Chen M, Hero AO, Lucas J, Carin L, Ginsburg GS. Response: Improving Development of the Molecular Signature for Diagnosis of Acute Respiratory Viral Infections. Cell Host and Microbe. 2010 Feb 18;7(2):102.
Wang E, Liu D, Silva J, Dunson D, Carin L. Joint analysis of time-evolving binary matrices and associated documents. In: Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010. 2010.
Cevher V, Indyk P, Carin L, Baraniuk R. Sparse signal recovery and acquisition with graphical models. IEEE Signal Processing Magazine. 2010 Jan 1;27(6):92–103.
Chen B, Paisley J, Carin L. Sparse linear regression with beta process priors. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2010 Jan 1;1234–7.
Paisley J, Carin L. A nonparametric Bayesian model for kernel matrix completion. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2010 Jan 1;2090–3.
Wang E, Silva J, Carin L. Compressive particle filtering for target tracking. IEEE Workshop on Statistical Signal Processing Proceedings. 2009 Dec 25;233–6.
Paisley J, Carin L. Nonparametric factor analysis with beta process priors. Proceedings of the 26th International Conference On Machine Learning, ICML 2009. 2009 Dec 9;777–84.
Zhou M, Paisley J, Carin L. Nonparametric learning of dictionaries for sparse representation of sensor signals. CAMSAP 2009 - 2009 3rd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing. 2009 Dec 1;237–40.
Paisley J, Carin L. Hidden markov models with stick-breaking priors. IEEE Transactions on Signal Processing. 2009 Oct 9;57(10):3905–17.
Carin L. On the relationship between compressive sensing and random sensor arrays. IEEE Antennas and Propagation Magazine. 2009 Oct 1;51(5):72–81.
Mesecher D, Carin L, Kadar I, Pirich R. Exploiting signal sparseness for reduced-rate sampling. 2009 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2009. 2009 Sep 25;
Li H, Liao X, Carin L. Active learning for semi-supervised multi-task learning. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2009 Sep 23;1637–40.
Wang C, An Q, Carin L, Dunson DB. Multi-task classification with infinite local experts. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2009 Sep 23;1569–72.
Paisley J, Carin L. Dirichlet process mixture models with multiple modalities. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2009 Sep 23;1613–6.
Ren L, Dunson DB, Lindroth S, Carin L. Music analysis with a Bayesian dynamic model. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2009 Sep 23;1681–4.
Zaas AK, Chen M, Varkey J, Veldman T, Hero AO, Lucas J, et al. Gene expression signatures diagnose influenza and other symptomatic respiratory viral infections in humans. Cell Host Microbe. 2009 Sep 17;6(3):207–17.
Paisley J, Carin L. Nonparametric factor analysis with beta process priors. ACM International Conference Proceeding Series. 2009 Sep 15;382.
He L, Carin L. Exploiting structure in wavelet-based bayesian compressive sensing. IEEE Transactions on Signal Processing. 2009 Sep 3;57(9):3488–97.
Liu Q, Liao X, Carin HL, Stack JR, Carin L. Semisupervised multitask learning. IEEE transactions on pattern analysis and machine intelligence. 2009 Jun;31(6):1074–86.
Carin L, Liu D, Lin W, Guo B. Compressive sensing for multi-static scattering analysis. Journal of Computational Physics. 2009 May 20;228(9):3464–77.
Liao X, Carin L. Migratory logistic regression for learning concept drift between two data sets with application to UXO sensing. IEEE Transactions on Geoscience and Remote Sensing. 2009 May 1;47(5):1454–66.
Stack JR, Dobeck GJ, Liao X, Carin L. Kernel-matching pursuits with arbitrary loss functions. IEEE transactions on neural networks. 2009 Mar;20(3):395–405.
Ji S, Watson LT, Carin L. Semisupervised learning of hidden Markov models via a homotopy method. IEEE transactions on pattern analysis and machine intelligence. 2009 Feb;31(2):275–87.
Ji S, Dunson D, Carin L. Multitask compressive sensing. IEEE Transactions on Signal Processing. 2009 Jan 29;57(1):92–106.
Cai C, Liao X, Carin L. Learning to explore and exploit in POMDPs. Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. 2009 Jan 1;198–206.
Du L, Ren L, Dunson DB, Carin L. A Bayesian Model for Simultaneous Image Clustering, Annotation and Object Segmentation. Advances in neural information processing systems. 2009 Jan;2009:486–94.
Li H, Liao X, Carin L. Multi-task reinforcement learning in partially observable stochastic environments. Journal of Machine Learning Research. 2009 Jan 1;10:1131–86.
Zhou M, Chen H, Paisley J, Ren L, Sapiro G, Carin L. Non-parametric Bayesian dictionary learning for sparse image representations. Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. 2009 Jan 1;2295–303.
Carin L, Guo B, Liu D. On enhancing classification performance by exploiting multiple scattering. Applied Physics Letters. 2008 Dec 1;93(25).
Fang J, Ji S, Xue Y, Carin L. Multitask classification by learning the task relevance. IEEE Signal Processing Letters. 2008 Dec 1;15:593–6.
Liu Q, Liao X, Carin L. Detection of unexploded ordnance via efficient semisupervised and active learning. IEEE Transactions on Geoscience and Remote Sensing. 2008 Sep 1;46(9):2558–67.
Carin L, Cybenko G, Hughes J. Cybersecurity strategies: The QuERIES methodology. Computer. 2008 Aug 27;41(8):20–6.
Ni K, Paisley J, Carin L, Dunson D. Multi-task learning for analyzing and sorting large databases of sequential data. IEEE Transactions on Signal Processing. 2008 Aug 1;56(8 II):3918–31.
Ji S, Xue Y, Carin L. Bayesian compressive sensing. IEEE Transactions on Signal Processing. 2008 Jun 1;56(6):2346–56.
Arnold G, Ross T, Westerkamp L, Carin L, Moses R. The ATR center and ATRpedia. Proceedings of SPIE - The International Society for Optical Engineering. 2008 May 20;6978.
Pruteanu-Malinici I, Carin L. Infinite hidden Markov models for unusual-event detection in video. IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2008 May;17(5):811–22.
Ho KC, Carin L, Gader PD, Wilson JN. An investigation of using the spectral characteristics from ground penetrating radar for landmine/clutter discrimination. IEEE Transactions on Geoscience and Remote Sensing. 2008 Apr 1;46(4):1177–91.
Dunson DB, Xue Y, Carin L. The matrix stick-breaking process: Flexible Bayes meta-analysis. Journal of the American Statistical Association. 2008 Mar 1;103(481):317–27.
Carin L, Liu D, Guo B. In situ compressive sensing. Inverse Problems. 2008 Feb 1;24(1).
Bucaro JA, Houston BH, Saniga M, Dragonette LR, Yoder T, Dey S, et al. Broadband acoustic scattering measurements of underwater unexploded ordnance (UXO). The Journal of the Acoustical Society of America. 2008 Feb;123(2):738–46.
Carin L, Cybenko G, Hughes J. Quantitative evaluation of risk for investment efficient strategies in cybersecurity: The QuERIES methodology. In: 3rd Workshop on Security Metrics, MetriCon 2008. 2008. p. 1–18.
Liu Q, Liao X, Carin L. Semi-supervised multitask learning. In: Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference. 2008.
Liu Q, Liao X, Carin L. Semi-supervised multitask learning. In: Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference. 2008.
Ren L, Dunson DB, Carin L. The dynamic hierarchical Dirichlet process. Proceedings of the 25th International Conference on Machine Learning. 2008 Jan 1;824–31.
An Q, Wang C, Shterev I, Wang E, Carin L, Dunson DB. Hierarchical kernel stick-breaking process for multi-task image analysis. Proceedings of the 25th International Conference on Machine Learning. 2008 Jan 1;17–24.
Qi Y, Liu D, Dunson D, Carin L. Multi-task compressive sensing with dirichlet process priors. Proceedings of the 25th International Conference on Machine Learning. 2008 Jan 1;768–75.
Zhu X, Carin L. Scattering from very large randomly rough surfaces using a Markov random field equivalent current. IEEE Transactions on Antennas and Propagation. 2008 Jan 1;56(1):204–14.
Carin L, Liu D, Xue Y. In situ compressive sensing. IEEE Workshop on Statistical Signal Processing Proceedings. 2007 Dec 1;322–5.
Liu Q, Liao X, Carin L. Semi-supervised life-long learning with application to sensing. 2007 2nd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMPSAP. 2007 Dec 1;1–4.
Bal G, Carin L, Liu D, Ren K. Experimental validation of a transport-based imaging method in highly scattering environments. Inverse Problems. 2007 Dec 1;23(6):2527–39.
Carin L, Liu D, Xue Y. In situ compressive sensing. 2007 2nd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMPSAP. 2007 Dec 1;105–8.
Shihao J, Parr R, Hui L, Xuejun L, Carin L. Point-based policy iteration. Proceedings of the National Conference on Artificial Intelligence. 2007 Nov 28;2:1243–9.
Stack JR, Crosby F, McDonald RJ, Xue Y, Carin L. Multi-task learning for underwater object classification. Proceedings of SPIE - The International Society for Optical Engineering. 2007 Nov 15;6553.
Qi Y, Paisley JW, Carin L. Music analysis using hidden Markov mixture models. IEEE Transactions on Signal Processing. 2007 Nov 1;55(11):5209–24.
Williams D, Yu Y, Kennedy L, Zhu X, Carin L. A bivariate gaussian model for unexploded ordnance classification with EMI data. IEEE Geoscience and Remote Sensing Letters. 2007 Oct 1;4(4):629–33.
Ni K, Carin L, Dunson D. Multi-task learning for sequential data via iHMMs and the nested Dirichlet process. ACM International Conference Proceeding Series. 2007 Aug 23;227:689–96.
Ji S, Carin L. Bayesian compressive sensing and projection optimization. ACM International Conference Proceeding Series. 2007 Aug 23;227:377–84.
Liao X, Li H, Carin L. Quadratically gated mixture of experts for incomplete data classification. ACM International Conference Proceeding Series. 2007 Aug 23;227:553–60.
Xue Y, Dunson D, Carin L. The matrix stick-breaking process for flexible multi-task learning. ACM International Conference Proceeding Series. 2007 Aug 23;227:1063–70.
Ni K, Qi Y, Carin L. Multi-aspect target classification and detection via the infinite hidden markov model. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2007 Aug 6;2.
Liu D, Carin L. Wideband array imaging of a target situated in an unknown random media. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2007 Aug 6;1.
Qi Y, Paisley JW, Carin L. Dirichlet process HMM mixture models with application to music analysis. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2007 Aug 6;2.
Qiuhua L, Xuejun L, Carin L. Learning classifiers on a partially labeled data manifold. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2007 Aug 6;2.
Williams D, Wang CP, Liao XJ, Carin L. Classification of unexploded ordnance using incomplete multisensor multiresolution data. Ieee Transactions On Geoscience And Remote Sensing. 2007 Jul;45(7):2364–73.
Zhao Z, Kovvali N, Lin W, Ahn CH, Couchman L, Carin L. Volumetric fast multipole method for modeling Schrödinger's equation. Journal of Computational Physics. 2007 Jun 10;224(2):941–55.
Ji S, Parr R, Carin L. Nonmyopic multiaspect sensing with partially observable Markov decision processes. IEEE Transactions on Signal Processing. 2007 Jun 1;55(6 I):2720–30.
He L, Ji S, Scott WR, Carin L. Adaptive multimodality sensing of landmines. IEEE Transactions on Geoscience and Remote Sensing. 2007 Jun 1;45(6):1756–73.
Yu Y, Carin L. Three-dimensional Bayesian inversion with application to subsurface sensing. IEEE Transactions on Geoscience and Remote Sensing. 2007 May 1;45(5):1258–70.
Ni K, Qi Y, Carin L. Multiaspect target detection via the infinite hidden Markov model. The Journal of the Acoustical Society of America. 2007 May;121(5 Pt1):2731–42.
Ji S, Carin L. Cost-sensitive feature acquisition and classification. Pattern Recognition. 2007 May 1;40(5):1474–85.
Liu D, Krolik J, Carin L. Electromagnetic Target Detection in Uncertain Media: Time-Reversal and Minimum-Variance Algorithms. IEEE Transactions on Geoscience and Remote Sensing. 2007 Apr 7;45(4):934–44.
Zhao Z, Nie Z, Carin L. Active learning applied to RCS computations with nonuniform sampling using different objective functions. IEEE Transactions on Antennas and Propagation. 2007 Apr 1;55(4):1214–7.
Williams D, Liao X, Xue Y, Carin L, Krishnapuram B. On classification with incomplete data. IEEE transactions on pattern analysis and machine intelligence. 2007 Mar;29(3):427–36.
Liu D, Vasudevan S, Krolik J, Bal G, Carin L. Electromagnetic time-reversal source localization in changing media: Experiment and analysis. IEEE Transactions on Antennas and Propagation. 2007 Feb 1;55(2):344–54.
Pruteanu-Malinici I, Carin L. Infinite hidden Markov models and ISA features for unusual-event detection in video. Proceedings - International Conference on Image Processing, ICIP. 2007 Jan 1;5.
Ya X, Xuejun L, Carin L, Krishnapuram B. Multi-task learning for classification with Dirichlet process priors. Journal of Machine Learning Research. 2007 Jan 1;8:35–63.
Stack JR, Arrieta R, Liao X, Carin L. A kernel machine framework for feature optimization in multi-frequency sonar imagery. OCEANS 2006. 2006 Dec 1;
Dasgupta N, Shihao J, Carin L. Homotopy-based semi-supervised hidden Markov tree for texture analysis. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2006 Dec 1;2.
Hui L, Xuejun L, Carin L. A reward-directed Bayesian classifier. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2006 Dec 1;5.
Carin L. Wave-based signal processing. IEEE Antennas and Propagation Society, AP-S International Symposium (Digest). 2006 Dec 1;1253.
Li H, Liao X, Carin L. Region-based value iteration for partially observable Markov decision processes. ACM International Conference Proceeding Series. 2006 Dec 1;148:561–8.
Li H, Liao X, Carin L. Incremental least squares policy iteration for POMDPs. Proceedings of the National Conference on Artificial Intelligence. 2006 Nov 13;2:1167–72.
Li H, Liao X, Carin L. Region-based value iteration for partially observable Markov decision processes. ICML 2006 - Proceedings of the 23rd International Conference on Machine Learning. 2006 Oct 6;2006:561–8.
Lin W, Kovvali N, Carin L. Pseudospectral method based on prolate spheroidal wave functions for semiconductor nanodevice simulation. Computer Physics Communications. 2006 Jul 15;175(2):78–85.
Dasgupta N, Carin L. Texture analysis with variational hidden Markov trees. IEEE Transactions on Signal Processing. 2006 Jun 1;54(6 I):2352–6.
Ji S, Krishnapuram B, Carin L. Variational Bayes for continuous hidden Markov models and its application to active learning. IEEE transactions on pattern analysis and machine intelligence. 2006 Apr;28(4):522–32.
Chang S, Carin L. A modified SPIHT algorithm for image coding with a joint MSE and classification distortion measure. IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2006 Mar;15(3):713–25.
Kovvali N, Wenbin L, Zhiqin Z, Couchman L, Carin L. Rapid prolate pseudospectral differentiation and interpolation with the fast multipole method. SIAM Journal on Scientific Computing. 2006 Jan 1;28(2):485–97.
Chen Y, Joines WT, Xie Z, Shi G, Liu QH, Carin L. Double-sided exponentially tapered GPR antenna and its transmission line feed structure. IEEE Transactions on Antennas and Propagation. 2006;54(9):2615–22.
Williams D, Liao X, Xue Y, Carin L. Incomplete-data classification using logistic regression. ICML 2005 - Proceedings of the 22nd International Conference on Machine Learning. 2005 Dec 1;977–84.
Liao X, Carin L. Radial basis function network for multi-task learning. Advances in Neural Information Processing Systems. 2005 Dec 1;795–802.
Kovvali N, Lin W, Carin L. Pseudospectral method based on prolate spheroidal wave functions for frequency-domain electromagnetic simulations. IEEE Transactions on Antennas and Propagation. 2005 Dec 1;53(12):3990–4000.
Lin W, Kovvali N, Carin L. Direct algorithm for computation of derivatives of the Daubechies basis functions. Applied Mathematics and Computation. 2005 Nov 15;170(2):1006–13.
Whitecotton B, McManus T, Kuhn S, Dalichaouch Y, Carin L, Torrione P, et al. Analysis of wideband EMI field data. In: Proceedings of SPIE - The International Society for Optical Engineering. 2005. p. 254–62.
Kovvali N, Lin W, Carin L. Image technique for multiresolution time-domain using nonsymmetric basis functions. Microwave and Optical Technology Letters. 2005 Oct 5;47(1):44–7.
Ji S, Liao X, Carin L. Adaptive multiaspect target classification and detection with hidden Markov models. IEEE Sensors Journal. 2005 Oct 1;5(5):1035–42.
Zhao Z, Ahn CH, Carin L. Nonuniform frequency sampling with active learning: Application to wide-band frequency-domain modeling and design. IEEE Transactions on Antennas and Propagation. 2005 Sep 1;53(9):3049–57.
Lin W, Kovvali N, Carin L. Ridgelet-based implementation of multiresolution time domain. IEEE Transactions on Antennas and Propagation. 2005 Aug 1;53(8 II):2688–99.
Krishnapuram B, Carin L, Figueiredo MAT, Hartemink AJ. Sparse multinomial logistic regression: fast algorithms and generalization bounds. IEEE transactions on pattern analysis and machine intelligence. 2005 Jun;27(6):957–68.
Dong Y, Chang S, Carin L. Rate-distortion bound for joint compression and classification with application to multiaspect scattering. IEEE Sensors Journal. 2005 Jun 1;5(3):481–92.
Zhao Z, Li L, Smith J, Carin L. Analysis of scattering from very large three-dimensional rough surfaces using MLFMM and ray-based analyses. IEEE Antennas and Propagation Magazine. 2005 Jun 1;47(3):20–30.
Kovvali N, Lin W, Carin L. Order of accuracy analysis for multiresolution time-domain using daubechies bases. Microwave and Optical Technology Letters. 2005 May 20;45(4):290–3.
Dasgupta N, Carin L. Time-reversal imaging for classification of submerged elastic targets via Gibbs sampling and the Relevance Vector Machine. The Journal of the Acoustical Society of America. 2005 Apr;117(4 Pt 1):1999–2011.
Dura E, Zhang Y, Liao X, Dobeck GJ, Carin L. Active learning for detection of mine-like objects in side-scan sonar imagery. IEEE Journal of Oceanic Engineering. 2005 Apr 1;30(2):360–71.
Liu D, Kang G, Li L, Chen Y, Vasudevan S, Joines W, et al. Electromagnetic time-reversal imaging of a target in a cluttered environment. IEEE Transactions on Antennas and Propagation. 2005;53(9):3058–66.
Krishnapuram B, Williams D, Xue Y, Hartemink A, Carin L, Figueiredo MAT. On semi-supervised classification. In: Advances in Neural Information Processing Systems. 2005.
Chen Y, Joines WT, Chai M, Liu QH, Carin L. Analysis, design, and construction of a broadband balun for coaxial-to-planar transmission lines. Microwave and Optical Technology Letters. 2005;44(6):501–4.
Liao X, Xue Y, Carin L. Logistic regression with an auxiliary data source. ICML 2005 - Proceedings of the 22nd International Conference on Machine Learning. 2005 Jan 1;505–12.
Chang S, Dasgupta N, Carin L. A bayesian approach to unsupervised feature selection and density estimation using expectation propagation. Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. 2005 Jan 1;II:1043–50.
Dalichaouch Y, Whitecotton B, McManus T, Kuhn S, Trammell H, Shelby R, et al. Wideband frequency response of low metal mines. Proceedings of SPIE - The International Society for Optical Engineering. 2004 Dec 20;5415(PART 1):275–82.
Yu Y, Krishnapuram B, Carin L. Inverse scattering with sparse Bayesian vector regression. Inverse Problems. 2004 Dec 1;20(6).
Zhang Y, Liao X, Carin L. Detection of buried targets via active selection of labeled data: Application to sensing subsurface UXO. IEEE Transactions on Geoscience and Remote Sensing. 2004 Nov 1;42(11):2535–43.
Ji S, Liao X, Carin L. Adaptive multi-aspect target classification and detection with hidden Markov models. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2004 Oct 7;2.
Dasgupta N, Carin L. Time-reversal imaging and classification for distant targets in a shallow water channel. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2004 Oct 7;2.
Chang S, Carin L. Kernel matching pursuits prioritization of wavelet coefficients for SPIHT image coding. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2004 Sep 28;3.
Zhang Y, Liao X, Dura E, Carin L. Active selection of labeled data for target detection. In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2004.
Liu D, He L, Carin L. Airport detection in large aerial optical imagery. In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2004.
Krishnapuram B, Hartemink AJ, Carin L, Figueiredo MAT. A Bayesian approach to joint feature selection and classifier design. IEEE transactions on pattern analysis and machine intelligence. 2004 Sep;26(9):1105–11.
Liao X, Carin L. Application of the theory of optimal experiments to adaptive electromagnetic-induction sensing of buried targets. IEEE transactions on pattern analysis and machine intelligence. 2004 Aug;26(8):961–72.
Kovvali N, Carin L. Analysis of wideband forward looking synthetic aperture radar for sensing land mines. Radio Science. 2004 Jul 1;39(4).
Zhu X, Carin L. Application of the biorthogonal multiresolution time-domain method to the analysis of elastic-wave interactions with buried targets. IEEE Transactions on Geoscience and Remote Sensing. 2004 Jul 1;42(7):1502–11.
Yu Y, Yu T, Carin L. Three-dimensional inverse scattering of a dielectric target embedded in a lossy half-space. IEEE Transactions on Geoscience and Remote Sensing. 2004 May 1;42(5):957–73.
Liu H, Runkle P, Carin L, Yoder T, Giddings T, Couchman L, et al. Classification of distant targets situated near channel bottoms. Journal of the Acoustical Society of America. 2004 Mar 1;115(3):1185–97.
Dong X, Liu Z, Carin L. Volumetric MLFMA formulation for dielectric targets in the presence of a half-space. Radio Science. 2004;39(2).
Liu D, He L, Carin L. Airport detection in large aerial optical imagery. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2004;5:V-761-V–764.
Nishimoto M, Liao X, Carin L. Target identification from multi-aspect high range-resolution radar signatures using a hidden Markov model. IEICE Transactions on Electronics. 2004 Jan 1;E87-C(10):1706–14.
Carin L, Liu H, Yoder T, Couchman L, Houston B, Bucaro J. Wideband time-reversal imaging of an elastic target in an acoustic waveguide. The Journal of the Acoustical Society of America. 2004 Jan;115(1):259–68.
Chen Y, Xie Z, Shi G, Joines WT, Liu QH, Carin L. Time-domain target detection using a double-sided broadband antenna. IEEE Antennas and Propagation Society, AP-S International Symposium (Digest). 2004;3:2999–3002.
Krishnapuram B, Carin L, Hartemink AJ. Joint classifier and feature optimization for comprehensive cancer diagnosis using gene expression data. Journal of computational biology : a journal of computational molecular cell biology. 2004 Jan;11(2–3):227–42.
Zhang Y, Liao X, Dura E, Carin L. Active selection of labeled data for target detection. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2004;5:V-465-V–468.
Li L, Carin L. Multilevel fast multipole calibration of ray models with application to wireless propagation. IEEE Transactions on Antennas and Propagation. 2004;52(10):2794–9.
Carin L, Dobeck G. Relevance vector machine feature selection and classification for underwater targets. Oceans Conference Record (IEEE). 2003 Dec 1;2:1110.
Liu Q, Krishnapuram B, Pratapa P, Liao X, Hartemink A, Carin L. Identification of differentially expressed proteins using MALDI-TOF mass spectra. In: Conference Record of the Asilomar Conference on Signals, Systems and Computers. 2003. p. 1323–7.
Carin L, Couchman L. Time-reversal imaging of distant targets in a shallow water channel. Oceans Conference Record (IEEE). 2003 Dec 1;2:911.
Dong Y, Carin L. Quantization of Multiaspect Scattering Data: Target Classification and Pose Estimation. IEEE Transactions on Signal Processing. 2003 Dec 1;51(12):3105–14.
Zhang Y, Collins LM, Carin L. Model-Based Statistical Signal Processing for UXO Discrimination: Performance Results from the JPG-V Demonstration. In: Proceedings of SPIE - The International Society for Optical Engineering. 2003. p. 1116–26.
Dalichaouch Y, Whitecotton B, Trammell H, Shelby R, Carin L. Broadband frequency-domain magnetic system for landmine/UXO detection and discrimination. Proceedings of SPIE - The International Society for Optical Engineering. 2003 Nov 26;5089(1):701–6.
Zhang Y, Collins L, Carin L. Physics model based unexploded ordnance discrimination using wideband EMI data. In: Proceedings of SPIE - The International Society for Optical Engineering. 2003. p. 1023–34.
Zhu X, Dogaru T, Carin L. Analysis of the CDF biorthogonal MRTD method with application to PEC targets. IEEE Transactions on Microwave Theory and Techniques. 2003 Sep 1;51(9):2015–22.
Liu Z, Carin L. MLFMA-based quasi-direct analysis of scattering from electrically large targets. IEEE Transactions on Antennas and Propagation. 2003 Aug 1;51(8):1877–82.
Dong Y, Carin L. Rate-distortion analysis of discrete-HMM pose estimation via multiaspect scattering data. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2003 Jul 1;25(7):872–83.
Zhu X, Carin L, Dogaru T. Parallel implementation of the biorthogonal multiresolution time-domain method. Journal of the Optical Society of America A, Optics, image science, and vision. 2003 May;20(5):844–55.
Zhu X, Dogaru T, Carin L. Three-dimensional biorthogonal multiresolution time-domain method and its application to electromagnetic scattering problems. IEEE Transactions on Antennas and Propagation. 2003 May 1;51(5):1085–92.
Zhang Y, Collins L, Yu H, Baum CE, Carin L. Sensing of unexploded ordnance with magnetometer and induction data: Theory and signal processing. IEEE Transactions on Geoscience and Remote Sensing. 2003 May 1;41(5 PART 1):1005–15.
Krishnapuram B, Sichina J, Carin L. Physics-based detection of targets in SAR imagery usingsupport vector machines. IEEE Sensors Journal. 2003 Apr 1;3(2):147–57.
Dasgupta N, Runkle P, Carin L, Couchman L, Yoder T, Bucaro J, et al. Class-based target identification with multiaspect scattering data. IEEE Journal of Oceanic Engineering. 2003 Apr 1;28(2):271–82.
Krishnapuram B, Carin L, Hartemink AJ. Joint classifier and feature optimization for cancer diagnosis using gene expression data. In: Proceedings of the Annual International Conference on Computational Molecular Biology, RECOMB. 2003. p. 167–75.
Li L, He J, Liu Z, Dong X, Carin L. MLFMA analysis of scattering from multiple targets in the presence of a half-space. IEEE Transactions on Antennas and Propagation. 2003;51(4):810–9.
Zhang Y, Collins LM, Carin L. Unexploded ordnance detection using Bayesian physics-based data fusion. Integrated Computer-Aided Engineering. 2003 Jan 1;10(3):231–47.
Liu Z, Adams RJ, Carin L. Well-Conditioned MLFMA Formulation for Closed PEC Targets in the Vicinity of a Half Space. IEEE Transactions on Antennas and Propagation. 2003;51(10 II):2822–9.
Liao X, Carin L. ICA with multiple quadratic constraints. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2003 Jan 1;5:313–6.
Liu H, Dasgupta N, Carin L. Time-Reversal Imaging for Wideband Underwater Target Classification. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2003 Jan 1;5:5–8.
Dasgupta N, Carin L. Context-based graphical modeling for wavelet domain signal processing. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2003 Jan 1;3:485–8.
Li L, Liu Z, Dong X, Thompson JA, Carin L. Scalable multilevel fast multipole method for multiple targets in the vicinity of a half space. IEEE Transactions on Geoscience and Remote Sensing. 2003;41(4 PART I):791–802.
Dasgupta N, Lin S, Carin L. Sequential modeling for identifying CpG island locations in human genome. IEEE Signal Processing Letters. 2002 Dec 1;9(12):407–9.
Krishnapuram B, Carin L. Support vector machines for improved multiaspect target recognition using the fisher kernel scores of hidden Markov models. Proceedings of the Joint Conference on Information Sciences. 2002 Dec 1;6:354–7.
Liao X, Runkle P, Carin L. Identification of ground targets from sequential high-range-resolution radar signatures. IEEE Transactions on Aerospace and Electronic Systems. 2002 Oct 1;38(4):1230–42.
Bharadwaj P, Carin L. Infrared-image classification using hidden Markov trees. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2002 Oct 1;24(10):1394–8.
Dogaru T, Carin L. Scattering analysis by the multiresolution time-domain method using compactly supported wavelet systems. IEEE Transactions on Microwave Theory and Techniques. 2002 Jul 1;50(7):1752–60.
Dogaru T, Carin L. Application of Haar-wavelet-based multiresolution time-domain schemes to electromagnetic scattering problems. IEEE Transactions on Antennas and Propagation. 2002 Jun 1;50(6):774–84.
Carin L, Sichina J, Harvey JF. Microwave underground propagation and detection. IEEE Transactions on Microwave Theory and Techniques. 2002 Mar 1;50(3):945–52.
Liao X, Carin L. A new algorithm for independent component analysis with or without constraints. In: Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop. 2002. p. 413–7.
Krishnapuram B, Carin L. Support vector machines for improved multiaspect target recognition using the Fisher kernel scores of Hidden Markov Models. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2002 Jan 1;3.
Collins LM, Zhang Y, Carin L. Model-based statistical sensor fusion for unexploded ordnance detection. In: International Geoscience and Remote Sensing Symposium (IGARSS). 2002. p. 1556–9.
Lu J, Carin L. HMM-based multiresolution image segmentation. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2002 Jan 1;4.
Carin L, Geng N, McClure M, Dong Y, Liu Z, He J, et al. Wide-area detection of land mines and unexploded ordnance. Inverse Problems. 2002;18(3):575–609.
Chang S, Nasrabadi N, Carin L. Infrared-image classification using support vector machines. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2002 Jan 1;4:4168.
Liu Z, He J, Xie Y, Sullivan A, Carin L. Multilevel fast multipole algorithm for general targets on a half-space interface. IEEE Transactions on Antennas and Propagation. 2002;50(12):1838–49.
Liu H, Carin L. Class-based target classification in shallow water channel based on hidden Markov model. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2002 Jan 1;3.
Yu T, Carin L. Parallel extended-born analysis of electromagnetic scattering from 3-Dimensional sub-rough surface targets. IEEE Antennas and Propagation Society, AP-S International Symposium (Digest). 2002 Jan 1;4:260–3.
Liao X, Dasgupta N, Lin SM, Carin L. ICA and PLS modeling for functional analysis and drug sensitivity for DNA microarray signals. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2002 Jan 1;4:3880–3.
Dogaru T, Carin L. Efficient time-domain electromagnetic analysis using CDF biorthogonal wavelet expansion. IEEE MTT-S International Microwave Symposium Digest. 2001 Dec 1;1:2019–22.
Zhu X, Carin L. Multiresolution time-domain analysis of plane-wave scattering from general three-dimensional surface and subsurface dielectric targets. IEEE Transactions on Antennas and Propagation. 2001 Nov 1;49(11):1568–78.
He J, Sullivan A, Carin L. Multilevel fast multipole algorithm for general dielectric targets in the presence of a lossy half-space. Radio Science. 2001 Nov 1;36(6):1271–85.
He J, Geng N, Nguyen L, Carin L. Rigorous Modeling of ultrawideband VHF scattering from tree trunks over flat and sloped terrain. IEEE Transactions on Geoscience and Remote Sensing. 2001 Oct 1;39(10):2182–93.
Dogaru T, Carin L. Time-domain sensing of targets buried under a Gaussian, exponential, or fractal rough interface. IEEE Transactions on Geoscience and Remote Sensing. 2001 Sep 1;39(8):1807–19.
Jones E, Runkle P, Dasgupta N, Couchman L, Carin L. Genetic algorithm wavelet design for signal classification. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2001 Aug 1;23(8):890–5.
Xie Y, He J, Sullivan A, Carin L. Quasi-tem analysis of a novel coplanar waveguide and coupled structure. Microwave and Optical Technology Letters. 2001 Jul 5;30(1):49–51.
Dogaru T, Carin L. Multiresolution time-domain using CDF biorthogonal wavelets. IEEE Transactions on Microwave Theory and Techniques. 2001 Jun 18;49(5):902–12.
Dong Y, Runkle PR, Carin L, Damarla R, Sullivan A, Ressler MA, et al. Multi-aspect detection of surface and shallow-buried unexploded ordnance via ultra-wideband synthetic aperture radar. IEEE Transactions on Geoscience and Remote Sensing. 2001 Jun 1;39(6):1259–70.
Carin L. IEEE transactions on geoscience and remote sensing: Foreword. IEEE Transactions on Geoscience and Remote Sensing. 2001 Jun 1;39(6):1107.
Dasgupta N, Runkle P, Couchman L, Carin L. Dual hidden Markov model for characterizing wavelet coefficients from multi-aspect scattering data. Signal Processing. 2001 Jun 1;81(6):1303–16.
Carin L, Yu H, Dalichaouch Y, Perry AR, Czipott PV, Baum CE. On the wideband EMI response of a rotationally symmetric permeable and conducting target. IEEE Transactions on Geoscience and Remote Sensing. 2001 Jun 1;39(6):1206–13.
Geng N, Sullivan A, Carin L. Fast multipole method for scattering from an arbitrary PEC target above or buried in a lossy half space. IEEE Transactions on Antennas and Propagation. 2001 May 1;49(5):740–7.
He J, Sullivan A, Carin L. Multilevel fast multipole algorithm for three-dimensional dielectric targets in the vicinity of a lossy half space. Microwave and Optical Technology Letters. 2001 Apr 20;29(2):100–4.
Dogaru T, Collins L, Carin L. Optimal time-domain detection of a deterministic target buried under a randomly rough interface. IEEE Transactions on Antennas and Propagation. 2001 Mar 1;49(3):313–26.
Xie Y, He J, Sullivan A, Carin L. A simple preconditioner for electric-field integral equations. Microwave and Optical Technology Letters. 2001 Jan 1;30(1):51–4.
Collins LM, Zhang Y, Li J, Wang H, Carin L, Hart SJ, et al. A comparison of the performance of statistical and fuzzy algorithms for unexploded ordnance detection. IEEE Transactions on Fuzzy Systems. 2001;9(1):17–30.
Liao X, Runkle P, Jiao Y, Carin L. Identification of ground targets from sequential HRR radar signatures. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2001 Jan 1;5:2897–900.
Bharadwaj P, Runkle P, Carin L, Berrie JA, Hughes JA. Multiaspect classification of airborne targets via physics-based HMMs and matching pursuits. IEEE Transactions on Aerospace and Electronic Systems. 2001 Jan 1;37(2):595–606.
Bharadwaj P, Runkle P, Carin L. Infrared-image classification using expansion matching filters and hidden Markov trees. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2001 Jan 1;3:1553–6.
Runkle P, Nguyen LH, McClellan JH, Carin L. Multi-aspect target detection for SAR imagery using hidden Markov models. IEEE Transactions on Geoscience and Remote Sensing. 2001 Jan 1;39(1):46–55.
Liu Z, Carin L. Efficient evaluation of the half-space Green's function for fast-multipole scattering models. Microwave and Optical Technology Letters. 2001;29(6):388–92.
Jones E, Krishnapuram B, Pormann J, Board J, Carin L. An electromagnetic simulation environment. Proceedings of SPIE-The International Society for Optical Engineering. 2001 Jan 1;4367:137–43.
Dasgupta N, Runkle P, Carin L. Class-based identification of underwater targets using hidden Markov models. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2001 Jan 1;5:3161–4.
Dong Y, Runkle P, Carin L. Markov modeling of transient scattering and its application in multi-aspect target classification. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2001 Jan 1;5:2841–4.
Runkle P, Carin L, Nguyen L. Multi-aspect target classification using hidden Markov models for data fusion. International Geoscience and Remote Sensing Symposium (IGARSS). 2000 Dec 1;5:2123–5.
Yu T, Wang H, Zhu B, Cai W, Carin L. 3D surface mesh generator for electromagnetic field problems. IEEE Antennas and Propagation Society, AP-S International Symposium (Digest). 2000 Dec 1;4:2162–5.
Yu T, Cai W, Carin L. Method of moments analysis of a band-pass filter. IEEE Antennas and Propagation Society, AP-S International Symposium (Digest). 2000 Dec 1;2:804–7.
Sullivan A, Damarla R, Geng N, Dong Y, Carin L. Ultrawide-band synthetic aperture radar for detection of unexploded ordnance: Modeling and measurements. IEEE Transactions on Antennas and Propagation. 2000 Dec 1;48(9):1306–15.
Dogaru T, Carin L. Multiresolution time domain analysis of scattering from a rough dielectric surface. Radio Science. 2000 Nov 1;35(6):1279–92.
Dogaru T, Carin L. Time-domain sensing of targets buried under a general rough air-ground interface. Dubey AC, Harvey JF, Broach JT, Dugan RE, editors. SPIE Proceedings. 2000 Aug 22;4038:942–942.
Gao P, Collins LM, Carin L. Bayesian optimal classification of metallic objects: a comparison of time-domain and frequency-domain EMI performance. In: Dubey AC, Harvey JF, Broach JT, Dugan RE, editors. SPIE Proceedings. SPIE; 2000. p. 25–25.
Geng N, Sullivan A, Carin L. Multilevel fast-multipole algorithm for scattering from conducting targets above or embedded in a lossy half space. IEEE Transactions on Geoscience and Remote Sensing. 2000 Jul 1;38(4 I):1561–73.
Rao B, Carin L. Hybrid scheme for inverse scattering of electrically large regions. Radio Science. 2000 Mar 1;35(2):315–29.
He J, Yu T, Geng N, Carin L. Method of moments analysis of electromagnetic scattering from a general three-dimensional dielectric target embedded in a multilayered medium. Radio Science. 2000 Mar 1;35(2):305–13.
Sullivan A, Damarla TR, Geng N, Dong Y, Carin L. Detection of above ground and subsurface unexploded ordnance using ultra-wideband (UWB) synthetic aperture radar (SAR) and electromagnetic modeling tools. Proceedings of SPIE - The International Society for Optical Engineering. 2000 Jan 1;4038 (II):983–92.
Liu F, Tantum S, Collins L, Carin L. Statistical signal processing for detection of buried landmines using quadrupole resonance. In: DETECTION AND REMEDIATION TECHNOLOGIES FOR MINES AND MINELIKE TARGETS V, PTS 1 AND 2. 2000. p. 572–7.
Zhang Y, Li J, Carin L, Collins L. Improved UXO detection via sensor fusion. In: Proceedings of SPIE - The International Society for Optical Engineering. 2000. p. 816–23.
Sullivan A, Geng N, Carin L. Rigorous electromagnetic modeling of targets concealed in tree foliage. Proceedings of SPIE - The International Society for Optical Engineering. 2000 Jan 1;4033:62–73.
Jones E, Runkle P, Dasgupta N, Carin L. Signal adaptive wavelet design using genetic algorithms. Proceedings of SPIE - The International Society for Optical Engineering. 2000 Jan 1;4056:362–71.
Carin L, Sullivan A, Geng N. Multi-level fast multipole method for large surface and subsurface targets. Proceedings of SPIE - The International Society for Optical Engineering. 2000 Jan 1;4033:74–9.
Gao P, Collins L, Carin L. Bayesian optimal classification of metallic objects: a comparison of time-domain and frequency-domain EMI performance. In: Proceedings of SPIE - The International Society for Optical Engineering. 2000.
Runkle P, Nguyen L, Carin L. Multi-aspect target detection for SAR imagery using hidden Markov models and two-dimensional matching pursuits. Proceedings of SPIE - The International Society for Optical Engineering. 2000 Jan 1;4053:251–9.
Dasgupta N, Runkle P, Couchman L, Carin L. Dual hidden Markov model characterization of wavelet coefficients from multi-aspect scattering data. Proceedings of SPIE - The International Society for Optical Engineering. 2000 Jan 1;4038 (II):954–65.
Dogaru T, Carin L. Time-domain sensing of targets buried under a general rough air-ground interface. Proceedings of SPIE - The International Society for Optical Engineering. 2000 Jan 1;4038.
Loubriel GM, Aurand JF, Denison GJ, Rinehart LF, Brown DJ, Zutavern FJ, et al. Optically-activated GaAs switches for ground penetrating radar and firing set applications. Digest of Technical Papers-IEEE International Pulsed Power Conference. 1999 Dec 1;2:673–6.
Gao P, Collins L, Geng N, Carin L. Classification of buried metal objects using wideband frequency-domain electromagnetic induction responses: a comparison of optimal and sub-optimal processors. In: International Geoscience and Remote Sensing Symposium (IGARSS). 1999. p. 1819–22.
Collins L, Gao P, Carin L. An improved bayesian decision theoretic approach for land mine detection. IEEE Transactions on Geoscience and Remote Sensing. 1999 Dec 1;37(2 I):811–9.
Geng N, Carin L, Ressler M, Merchant B. Ultrawideband SAR for detection of subsurface unexploded ordnance (UXO): measurement, modeling and signal processing. Proceedings of SPIE - The International Society for Optical Engineering. 1999 Dec 1;3704:75–83.
Geng N, Jackson DR, Carin L. On the resonances of a dielectric BOR buried in a dispersive layered medium. IEEE Transactions on Antennas and Propagation. 1999 Dec 1;47(8):1305–13.
Geng N, Sullivan A, Carin L. Fast multipole method for scattering from an arbitrary perfectly conducting target above or below a lossy half space. International Geoscience and Remote Sensing Symposium (IGARSS). 1999 Dec 1;3:1829–31.
Ressler M, Merchant B, Wong D, Nguyen L, Geng N, Carin L. Calibration of the ARL BoomSAR using rigorous scattering models for fiducial targets over ground. Proceedings of SPIE - The International Society for Optical Engineering. 1999 Dec 1;3704:50–6.
Bharadwaj PK, Runkle PR, Carin L. Target identification with wave-based matched pursuits and hidden Markov models. IEEE Transactions on Antennas and Propagation. 1999 Dec 1;47(10):1543–54.
Dasgupta N, Geng N, Dogaru T, Carin L. On the extended-Born technique for scattering from buried dielectric targets. IEEE Transactions on Antennas and Propagation. 1999 Nov 1;47(11):1739–42.
Runkle P, Carin L, Couchman L, Bucaro JA, Yoder TJ. Multiaspect identification of submerged elastic targets via wave-based matching pursuits and hidden Markov models. Journal of the Acoustical Society of America. 1999 Aug 20;106(2):605–16.
Geng N, Carin L. Wide-band electromagnetic scattering from a dielectric BOR buried in a layered lossy dispersive medium. IEEE Transactions on Antennas and Propagation. 1999 Apr;47(4):610–9.
Carin L, Geng N, McClure M, Sichina J, Nguyen L. Ultra-wide-band synthetic-aperture radar for mine-field detection. IEEE Antennas and Propagation Magazine. 1999 Feb 1;41(1):18–33.
Sullivan A, He J, Geng N, Carin L. Phenomenological modeling for FOPEN SAR: Tree-trunk scattering on flat terrain and with concealed targets. Proceedings of SPIE - The International Society for Optical Engineering. 1999 Jan 1;3721:224–34.
Carin L, Ybarra G, Bharadwaj P, Runkle P. Physics-based classification of targets in SAR imagery using subaperture sequences. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 1999 Jan 1;6:3341–4.
Runkle P, Carin L, Couchman L, Bucaro JA, Yoder TJ. Multi-aspect acoustic identification of submerged elastic targets via wave-based matching pursuits and continuous hidden Markov models. Proceedings of SPIE - The International Society for Optical Engineering. 1999 Jan 1;3718:459–67.
Geng N, Baum CE, Carin L. On the low-frequency natural response of conducting and permeable targets. IEEE Transactions on Geoscience and Remote Sensing. 1999;37(1):347–59.
Geng N, Ressler MA, Carin L. Wide-band VHF scattering from a trihedral reflector situated above a lossy dispersive halfspace. IEEE Transactions on Geoscience and Remote Sensing. 1999;37(5):2609–17.
Runkle P, Carin L, Couchman L, Yoder TJ, Bucaro JA. Multiaspect target identification with wave-based matched pursuits and continuous hidden Markov models. IEEE Transactions on Pattern Analysis and Machine Intelligence. 1999;21(12):1371–8.
Rao B, Carin L. Beam-tracing-based inverse scattering for general aperture antennas. Journal of the Optical Society of America A: Optics and Image Science, and Vision. 1999 Jan 1;16(9):2219–31.
Geng N, Carin L. Short-pulse electromagnetic scattering from arbitrarily oriented subsurface ordnance. IEEE Transactions on Geoscience and Remote Sensing. 1999 Jan 1;37(4):2111–3.
Runkle PR, Bharadwaj PK, Couchman L, Carin L. Hidden Markov models for multiaspect target classification. IEEE Transactions on Signal Processing. 1999 Jan 1;47(7):2035–40.
Sullivan A, Carin L. Scattering from complex bodies using a combined direct and iterative technique. IEEE Transactions on Antennas and Propagation. 1999 Jan 1;47(1):33–9.
Geng N, Carin L. Fast multipole method for targets above or buried in lossy soil. In: IEEE Antennas and Propagation Society International Symposium: Wireless Technologies and Information Networks, APS 1999 - Held in conjunction with USNC/URSI National Radio Science Meeting. 1999. p. 644–7.
Sullivan A, Geng N, Carin L, Nguyen L, Sichina J. Performance analysis for radar detection of buried anti-tank and anti-personnel land mines. Proceedings of SPIE - The International Society for Optical Engineering. 1999 Jan 1;3710(II):1043–50.
Carin L, Won IJ, Keiswetter D. Wideband frequency- and time-domain EMI for mine detection. Proceedings of SPIE - The International Society for Optical Engineering. 1999 Jan 1;3710(I):14–25.
Geng N, Sullivan A, Carin L. Fast multipole method for scattering from 3-D pec targets situated in a half-space environment. Microwave and Optical Technology Letters. 1999;21(6):399–405.
Sullivan A, Carin L. Hybrid technique combining the moment method with physical optics and uniform asymptotics for scattering from 2-D cylinders. Microwave and Optical Technology Letters. 1999;21(2):117–21.
Runkle P, Nguyen L, Ybarra G, Carin L. Multi-aspect target detection in SAR imagery using hidden Markov models. Proceedings of SPIE - The International Society for Optical Engineering. 1999 Jan 1;3721:214–23.
Tantum S, Collins L, Carin L, Gorodnitsky I, Hibbs A, Walsh D, et al. Signal processing for NQR discrimination of buried landmines. In: Proceedings of SPIE - The International Society for Optical Engineering. 1999. p. 474–82.
Carin L, Kapoor R, Baum CE. Polarimetric SAR imaging of buried landmines. IEEE Transactions on Geoscience and Remote Sensing. 1998 Dec 1;36(6):1985–8.
Dogaru T, Carin L. Time-domain sensing of targets buried under a rough air-ground interface. IEEE Transactions on Antennas and Propagation. 1998 Dec 1;46(3):360–72.
Merchant BL, Kapoor R, Carin L. Comparison of model-based results with measured data for metal buried mines. Proceedings of SPIE - The International Society for Optical Engineering. 1998 Dec 1;3392:658–67.
Geng N, Carin L. Ultrawideband scattering from and the resonances of buried dielectric mines. Proceedings of SPIE - The International Society for Optical Engineering. 1998 Dec 1;3392:644–55.
Geng N, Garber P, Collins LM, Carin L, Hansen D, Keiswetter DA, et al. Wideband electromagnetic induction for metal-target identification: Theory, measurement, and signal processing. In: Proceedings of SPIE - The International Society for Optical Engineering. 1998. p. 42–51.
Carin L, Slade GW, Webb KJ. Mode coupling and leakage effects in finite-size printed interconnects. IEEE Transactions on Microwave Theory and Techniques. 1998 Dec 1;46(5 PART 1):450–7.
Rao B, Carin L. A hybrid (parabolic equation)-(gaussian beam) algorithm for wave propagation through large inhomogeneous regions. IEEE Transactions on Antennas and Propagation. 1998 Dec 1;46(5):700–9.
Wong D, Carin L. Analysis and processing of ultra wide-band SAR imagery for buried landmine detection. IEEE Transactions on Antennas and Propagation. 1998 Dec 1;46(11):1747–8.
Dogaru T, Collins LM, Carin L. Time-domain sensing of targets buried under a rough air-ground interface. In: Proceedings of SPIE - The International Society for Optical Engineering. 1998. p. 976–86.
McClure M, Bharadwaj P, Carin L. Multiresolution signature-based sar target detection. Proceedings of SPIE - The International Society for Optical Engineering. 1998 Dec 1;3370:318–29.
Wong DC, Carin L. Subbanding of temporal and spatial UWB SAR imagery of buried mines. Proceedings of SPIE - The International Society for Optical Engineering. 1998 Dec 1;3392:678–85.
Carin L, Geng N, McClure M, Sichina J, Nguyen L. Ultra-wideband synthetic aperture radar for mine field detection. Ultra-Wideband Short-Pulse Electromagnetics 4. 1998 Jan 1;1998-June:433–41.
McClure M, Carin L. Wave-based matching-pursuits detection of submerged elastic targets. Journal of the Acoustical Society of America. 1998 Jan 1;104(2 I):937–46.
Geng N, Carin L. Short-pulse scattering from a dielectric BOR buried in a lossy layered medium. International Geoscience and Remote Sensing Symposium (IGARSS). 1998 Jan 1;1:219–21.
Geng N, Carin L. Resonances of a dielectric BOR buried in a lossy, dispersive layered medium. International Geoscience and Remote Sensing Symposium (IGARSS). 1998 Jan 1;1:222–4.
McClure MR, Carin L. Matching pursuits with a wavebased dictionary. IEEE Transactions on Signal Processing. 1997 Dec 1;45(12):29122927.
McClure M, Qiu RC, Carin L. On the superresolution identification of observables from swept-frequency scattering data. IEEE Transactions on Antennas and Propagation. 1997 Dec 1;45(4):631–41.
Vitebskiy S, Carin L, Ressler MA, Le FH. Ultra-wideband, short-pulse ground-penetrating radar: simulation and measurement. IEEE Transactions on Geoscience and Remote Sensing. 1997 Dec 1;35(3):762–72.
Carin L, Felsen LB, Kralj DR, Oh HS, Lee WC, Unnikrishna Pillai S. Wave-oriented signal processing of dispersive time-domain scattering data. IEEE Transactions on Antennas and Propagation. 1997 Dec 1;45(4):592–600.
McClure MR, Carin L. Wave-based target identification via the method of matched pursuits. Kadar I, editor. SPIE Proceedings. 1997 Jul 28;3068:284–284.
Kralj D, Carin L. Time-domain characteristics of slotted-waveguide leaky-wave antennas. IEEE Microwave and Guided Wave Letters. 1997 May 1;7(5):124–6.
Bakircioğlu H, Gelenbe E, Carin L. Random neural network recognition of shaped objects in strong clutter. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 1997. p. 961–6.
McClure MR, Carin L. Matching pursuits with a wave-based dictionary. IEEE Transactions on Signal Processing. 1997 Jan 1;45(12):2912–27.
Hsu TT, McClure MR, Felsen LB, Carin L. Wave-oriented processing of scattered field data from a plane-wave-excited finite array of filaments on an infinite dielectric slab. IEEE Transactions on Antennas and Propagation. 1996 Dec 1;44(3):352–60.
Vitebskiy S, Carin L. Resonances of perfectly conducting wires and bodies of revolution buried in a lossy dispersive half-space. IEEE Transactions on Antennas and Propagation. 1996 Dec 1;44(12):1575–83.
Vitebskiy S, Sturgess K, Carin L. Short-pulse plane-wave scattering from buried perfectly conducting bodies of revolution. IEEE Transactions on Antennas and Propagation. 1996 Dec 1;44(2):143–51.
Carin L, Felsen LB, Hsu TT. High-frequency fields excited by truncated arrays of nonuniformly distributed filamentary scatterers on an infinite dielectric slab: parameterizing (leaky mode)-(floquet mode) interaction. IEEE Transactions on Antennas and Propagation. 1996 Dec 1;44(1):1–11.
McKnight SW, Carin L, Vittoria C, Wahid SF, Agi K, Kralj D. Picosecond-pulse and millimeter-wave spectroscopy of barium ferrite. IEEE Transactions on Magnetics. 1996 Dec 1;32(2):372–6.
Vitebskiy S, Carin L. Resonances of buried targets. Proceedings of SPIE - The International Society for Optical Engineering. 1996 Jan 1;2747:221–32.
Vitebskiy S, Carin L. Short-pulse scattering from buried wires and bodies of revolution. Proceedings of SPIE - The International Society for Optical Engineering. 1996 Jan 1;2747:233–44.
Vitebskiy S, Carin L. Resonances of buried targets [radar theory]. Proc SPIE - Int Soc Opt Eng (USA). 1996;2747:221–32.
Hsu TT, Carin L. FDTD analysis of plane-wave diffraction from microwave devices on an infinite dielectric slab. IEEE Microwave and Guided Wave Letters. 1996 Jan 1;6(1):16–8.
Vitebskiy S, Carin L. Short-pulse scattering from buried wires and bodies of revolution [ground penetrating radar]. Proc SPIE - Int Soc Opt Eng (USA). 1996;2747:233–44.
Carin L, Felsen LB, Tran C. Model-based object recognition by wave-oriented data processing. Proceedings of SPIE - The International Society for Optical Engineering. 1995 Dec 1;2485:62–73.
Qiu Y, Leung KM, Carin L, Kralj D. Dispersion curves and transmission spectra of a two-dimensional photonic band-gap crystal: Theory and experiment. Journal of Applied Physics. 1995 Dec 1;77(8):3631–6.
Happ L, Ressler M, Sturgess K, Bennett M, Carin L, Vitebskiey S. The Army Research Laboratory ultra-wideband testbed radar and comparisons of target data with models. In: Proceedings of SPIE - The International Society for Optical Engineering. 1995. p. 42–53.
Vitebskiy S, Carin L. Moment-method modeling of short-pulse scattering from and the resonances of a wire buried inside a lossy, dispersive half-space. IEEE Transactions on Antennas and Propagation. 1995 Jan 1;43(11):1303–12.
Cina JL, Carin L. Mode Conversion and Leaky-Wave Excitation at Open-End Coupled-Microstrip Discontinuities. IEEE Transactions on Microwave Theory and Techniques. 1995 Jan 1;43(9):2066–72.
Cina J, Carin L. Mode conversion and leaky-wave excitation at open-end coupled microstrip discontinuities. IEEE MTT-S International Microwave Symposium Digest. 1995 Jan 1;1:225–8.
Kralj D, Mei L, Hsu TT, Carin L. Short-Pulse Propagation in a Hollow Waveguide: Analysis, Optoelectronic Measurement, and Signal Processing. IEEE Transactions on Microwave Theory and Techniques. 1995 Jan 1;43(9):2144–50.
Rahman A, Kralj D, Carin L, Melloch MR, Woodall JM. Photoconductively switched antennas for measuring target resonances. Applied Physics Letters. 1994 Dec 1;64(16):2178–80.
McClure M, Kralj D, Hsu TT, Carin L, Felsen LB. Frequency domain wave-oriented data processing of scattering by truncated periodic strip gratings. IEEE Antennas and Propagation Society, AP-S International Symposium (Digest). 1994 Dec 1;2:668–71.
Carin L, Felsen LB, Hsu TT. High frequency radiation from truncated arrays of filamentary sources on a dielectric slab. IEEE Antennas and Propagation Society, AP-S International Symposium (Digest). 1994 Dec 1;3:1522–5.
Kralj D, McClure M, Carin L, Felsen LB. Time domain wave-oriented data processing of scattering by truncated periodic strip gratings. IEEE Antennas and Propagation Society, AP-S International Symposium (Digest). 1994 Dec 1;2:672–5.
Carin L, Felsen LB. Wave-Oriented Data Processing for Frequency and Time-Domain Scattering by Nonuniform Truncated Arrays. IEEE Antennas and Propagation Magazine. 1994 Jan 1;36(3):29–43.
Sullivan A, Carin L. Scattering by 2d strips using an asymptotic hybrid formulation combining the method‐of‐moments and physical‐optics techniques. Microwave and Optical Technology Letters. 1994 Jan 1;7(12):542–6.
Felsen LB, Carin L. Diffraction theory of frequency- and time-domain scattering by weakly aperiodic truncated thin-wire gratings. Journal of the Optical Society of America A: Optics and Image Science, and Vision. 1994 Jan 1;11(4):1291–306.
McClure M, Kralj D, Hsu TT, Carin L, Felsen LB. Frequency-domain scattering by nonuniform truncated arrays: Wave-oriented data processing for inversion and imaging. Journal of the Optical Society of America A: Optics and Image Science, and Vision. 1994 Jan 1;11(10):2675–84.
Carin L, Felsen LB, Kralj D, Pillai SU, Lee WC. Dispersive Modes in the Time Domain: Analysis and Time-Frequency Representation. IEEE Microwave and Guided Wave Letters. 1994 Jan 1;4(1):23–5.
Carin L, Kralj DR, Melloch MR, Woodall JM. Characterization of Planar Antenna Fabricated An GaAs Epilayers Containing As Clusters for Picosecond Short-pulse Applications. In: Leos 1993 Summer Topical Meeting Digest on Optical Microwave Interactions/Visible Semiconductor Lasers/Impact of Fiber Nonlinearities on Lightwave Systems/Hybrid Optoelectronic Integration and Packaging/Gigabit Networks, LEOSST 1993. 1994. p. 65–6.
Kralj D, Carin L. Wideband Dispersion Measurements of Water in Reflection and Transmission. IEEE Transactions on Microwave Theory and Techniques. 1994 Jan 1;42(4):553–7.
Felsen LB, Carin L. Frequency and time domain Bragg-modulated ray acoustics for truncated periodic arrays. Journal of the Acoustical Society of America. 1994 Jan 1;95(2):638–49.
Kralj D, McClure M, Carin L, Felsen LB. Time-domain wave-oriented data processing of scattering by nonuniform truncated gratings. Journal of the Optical Society of America A: Optics and Image Science, and Vision. 1994 Jan 1;11(10):2685–94.
Kralj D, Carin L. Short-pulse scattering measurements from dielectric spheres using photoconductively switched antennas. Applied Physics Letters. 1993 Dec 1;62(11):1301–3.
Carin L, Agi K, Kralj D, Leung KM, Garetz BA. Characterization of Layered Dielectrics with Short Electromagnetic Pulses. IEEE Journal of Quantum Electronics. 1993 Jan 1;29(7):2141–4.
Felsen LB, Carin L. Wave-orientated processing of scattering data. Electronics Letters. 1993 Jan 1;29(22):1930–2.
Carin L, Slade GW, Webb KJ, Oliner AA. Packaged printed transmission lines: modal phenomena and relation to leakage. IEEE MTT-S International Microwave Symposium Digest. 1993 Jan 1;3:1195–8.
Kralj D, Carin L. Ultra-wideband characterization of lossy materials: short-pulse microwave measurements. IEEE MTT-S International Microwave Symposium Digest. 1993 Jan 1;3:1239–42.
Carin L, Agi K. Ultra-wideband transient microwave scattering measurements using optoelectronically switched antennas. IEEE Transactions on Microwave Theory and Techniques. 1993 Jan 1;41(2):250–4.
Carin L, Felsen LB. Efficient analytical‐numerical modelling of ultra‐wideband pulsed plane wave scattering. International Journal of Numerical Modelling: Electronic Networks, Devices and Fields. 1993 Jan 1;6(1):3–17.
Carin L, Felsen LB. Time Harmonic and Transient Scattering by Finite Periodic Flat Strip Arrays: Hybrid (Ray)-(Floquet Mode)-(MOM) Algorithm. IEEE Transactions on Antennas and Propagation. 1993 Jan 1;41(4):412–21.
Mijovic J, Carin L, Yee CFW. Polymer composites. Polymer News. 1993;18(12):364.
Carin L, Kralij DR, Woodall JM, Melloch MR. Characterization of Planar Antennas Fabricated on GaAs Epilayers Containing As Clusters for Picosecond Short-Pulse Applications. IEEE Microwave and Guided Wave Letters. 1993 Jan 1;3(9):339–41.
Carin L, Felsen LB, McClure MR. Time-Domain Design-Oriented Parametrization of Truncated Periodic Strip Gratings. IEEE Microwave and Guided Wave Letters. 1993 Jan 1;3(4):110–2.
Carin L. Efficient Computation of High-Frequency Two-Dimensional Effects in Multiconductor Printed Interconnects. IEEE Transactions on Microwave Theory and Techniques. 1992 Jan 1;40(1):155–8.
Agi K, Carin L. Ultra-wideband scattering from resonant structures using optoelectronically switched antennas. In: IEEE Antennas and Propagation Society, AP-S International Symposium (Digest). 1992. p. 2234.
Agi K, Carin L. Ultra-wideband three-dimensional scattering using optoelectronically switched antennas. In: IEEE Antennas and Propagation Society, AP-S International Symposium (Digest). 1992. p. 662–5.
Carin L, Das NK. Leaky Waves on Broadside-Coupled Microstrip. IEEE Transactions on Microwave Theory and Techniques. 1992 Jan 1;40(1):58–66.
Carin L, Felsen LB. Design-Oriented Parametrization of Truncated Periodic-Strip Gratings. IEEE Microwave and Guided Wave Letters. 1992 Jan 1;2(9):367–9.
Felsen LB, Carin L. Short pulse scattering by finite periodic flat strip arrays: Hybrid (wavefront)-(time domain floquet mode)-(MOM) algorithm and its GTD interpretation. In: IEEE Antennas and Propagation Society, AP-S International Symposium (Digest). 1992. p. 650–3.
Carin L, Felsen LB. Time harmonic scattering by finite periodic flat strip arrays: Hybrid (Ray)-(fioquet mode)-(MOM) algorithm and its GTD interpretation. In: IEEE Antennas and Propagation Society, AP-S International Symposium (Digest). 1992. p. 675–8.
Carin L. Leakage effects in broadside-coupled microstrip. IEEE MTT-S International Microwave Symposium Digest. 1991 Dec 1;2:559–62.
Felsen LB, Vecchi G, Carin L, Bertoni HL. Short pulse electromagnetics for sensing applications. In: Proceedings of SPIE - The International Society for Optical Engineering. 1991. p. 154–62.
Felsen LB, Vecchi G, Carin L, Bertoni HL. <title>Short-pulse electromagnetics for sensing applications</title>. Sadjadi FA, editor. SPIE Proceedings. 1991 Aug 1;1471:154–62.
Carin L, Webb KJ. Isolation Effects in Single- and Dual-Plane VLSI Interconnects. IEEE Transactions on Microwave Theory and Techniques. 1990 Jan 1;38(4):396–404.
Slade GW, Carin L, Xu Q, Borchardt SE, Webb KJ. A Study of Slotline Leaky-Wave Antennas. IEEE Transactions on Antennas and Propagation. 1990 Jan 1;38(3):411–4.
Carin L, Webb KJ. Pulse Propagation on Multi-Layered Circuit-Level Interconnects. Journal of Electromagnetic Waves and Applications. 1990 Jan 1;4(3):229–45.
Carin L, Slade GW, Webb KJ. Modal transition phenomena in shielded microstrip with anisotropic substrates. IEEE MTT-S International Microwave Symposium Digest. 1990 Jan 1;2:677–80.
Carin L, Webb KJ. An Equivalent Circuit Model for Terminated Hybrid-Mode Multiconductor Transmission Lines. IEEE Transactions on Microwave Theory and Techniques. 1989 Jan 1;37(11):1784–93.
Carin L, Webb KJ. Characteristic impedance of multilevel, multiconductor hybrid mode microstrip. IEEE Transactions on Magnetics. 1989 Jan 1;25(4):2947–9.
Carin L, Webb KJ, Weinreb S. Matched Windows in Circular Waveguide. IEEE Transactions on Microwave Theory and Techniques. 1988 Jan 1;36(9):1359–62.
Webb KJ, Carin L, Xu Q. NUMERICAL ANALYSIS OF PLANAR HIGH FREQUENCY INTEGRATED CIRCUIT GEOMETRIES. 1987 Dec 1;
Carin L, Xu Q, Webb KJ, McClintock JA. ANALYSIS OF VLSI INTERCONNECT STRUCTURES. IEEE MTT-S International Microwave Symposium Digest. 1987 Jan 1;625–8.
Cheng P, Li Y, Zhang X, Chen L, Carlson D, Carin L. Dynamic Embedding on Textual Networks via a Gaussian Process.

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