Lawrence Carin

Julio Martin Duarte-Carvajalino, Guoshen Yu, Lawrence Carin, Guillermo Sapiro: Task-Driven Adaptive Statistical Compressive Sensing of Gaussian Mixture Models. IEEE Transactions on Signal Processing 61(3): 585-600 (2013)

Liming Wang, Miguel R. D. Rodrigues, Lawrence Carin: Generalized Bregman Divergence and Gradient of Mutual Information for Vector Poisson Channels. CoRR abs/1301.6648 (2013)

Patrick Llull, Xuejun Liao, Xin Yuan, Jianbo Yang, David S. Kittle, Lawrence Carin, Guillermo Sapiro, David J. Brady: Coded aperture compressive temporal imaging. CoRR abs/1302.2575 (2013)

Xin Yuan, Jianbo Yang, Patrick Llull, Xuejun Liao, Guillermo Sapiro, David J. Brady, Lawrence Carin: Adaptive Temporal Compressive Sensing for Video. CoRR abs/1302.3446 (2013)

Mingyuan Zhou, Lauren Hannah, David B. Dunson, Lawrence Carin: Beta-Negative Binomial Process and Poisson Factor Analysis. Journal of Machine Learning Research - Proceedings Track 22: 1462-1471 (2012)

Zhengming Xing, Mingyuan Zhou, Alexey Castrodad, Guillermo Sapiro, Lawrence Carin: Dictionary Learning for Noisy and Incomplete Hyperspectral Images. SIAM J. Imaging Sciences 5(1): 33-56 (2012)

William R. Carson, Minhua Chen, Miguel R. D. Rodrigues, A. Robert Calderbank, Lawrence Carin: Communications-Inspired Projection Design with Application to Compressive Sensing. SIAM J. Imaging Sciences 5(4): 1185-1212 (2012)

Lawrence Carin, Alfred O. Hero III, Joseph E. Lucas, David B. Dunson, Minhua Chen, Ricardo Henao, Arnau Tibau-Piug, Aimee K. Zaas, Christopher W. Woods, Geoffrey S. Ginsburg: High Dimensional Longitudinal Genomic Data: An analysis used for monitoring viral infections. IEEE Signal Process. Mag. 29(1): 108-123 (2012)

Mingyuan Zhou, Haojun Chen, John William Paisley, Lu Ren, Lingbo Li, Zhengming Xing, David B. Dunson, Guillermo Sapiro, Lawrence Carin: Nonparametric Bayesian Dictionary Learning for Analysis of Noisy and Incomplete Images. IEEE Transactions on Image Processing 21(1): 130-144 (2012)

William R. Carson, Miguel R. D. Rodrigues, Minhua Chen, Lawrence Carin, A. Robert Calderbank: How to focus the discriminative power of a dictionary. ICASSP 2012: 1365-1368

Lingbo Li, Jorge Silva, Mingyuan Zhou, Lawrence Carin: Online Bayesian dictionary learning for large datasets. ICASSP 2012: 2157-2160

Julio Martin Duarte-Carvajalino, Guoshen Yu, Lawrence Carin, Guillermo Sapiro: Adapted statistical compressive sensing: Learning to sense gaussian mixture models. ICASSP 2012: 3653-3656

Ricardo Henao, J. Will Thompson, M. Arthur Moseley, Geoffrey S. Ginsburg, Lawrence Carin, Joseph E. Lucas: Hierarchical factor modeling of proteomics data. ICCABS 2012: 1-6

Minhua Chen, William R. Carson, Miguel R. D. Rodrigues, Lawrence Carin, A. Robert Calderbank: Communications Inspired Linear Discriminant Analysis. ICML 2012

Shaobo Han, Xuejun Liao, Lawrence Carin: Cross-Domain Multitask Learning with Latent Probit Models. ICML 2012

Esther Salazar, Lawrence Carin: Inferring Latent Structure From Mixed Real and Categorical Relational Data. ICML 2012

Yingjian Wang, Lawrence Carin: Levy Measure Decompositions for the Beta and Gamma Processes. ICML 2012

Mingyuan Zhou, Lingbo Li, David B. Dunson, Lawrence Carin: Lognormal and Gamma Mixed Negative Binomial Regression. ICML 2012

Xu Chen, Mingyuan Zhou, Lawrence Carin: The contextual focused topic model. KDD 2012: 96-104

Jorge Silva, Lawrence Carin: Active learning for online bayesian matrix factorization. KDD 2012: 325-333

XianXing Zhang, Lawrence Carin: Joint Modeling of a Matrix with Associated Text via Latent Binary Features. NIPS 2012: 1565-1573

Mingyuan Zhou, Lawrence Carin: Augment-and-Conquer Negative Binomial Processes. NIPS 2012: 2555-2563

Lingbo Li, XianXing Zhang, Mingyuan Zhou, Lawrence Carin: Nested Dictionary Learning for Hierarchical Organization of Imagery and Text. UAI 2012: 469-478

Julio Martin Duarte-Carvajalino, Guoshen Yu, Lawrence Carin, Guillermo Sapiro: Task-Driven Adaptive Statistical Compressive Sensing of Gaussian Mixture Models. CoRR abs/1201.5404 (2012)

William R. Carson, Minhua Chen, Miguel R. D. Rodrigues, A. Robert Calderbank, Lawrence Carin: Communications-Inspired Projection Design with Application to Compressive Sensing. CoRR abs/1206.1973 (2012)

Yingjian Wang, Lawrence Carin: Levy Measure Decompositions for the Beta and Gamma Processes. CoRR abs/1206.4615 (2012)

Gungor Polatkan, Mingyuan Zhou, Lawrence Carin, David M. Blei, Ingrid Daubechies: A Bayesian Nonparametric Approach to Image Super-resolution. CoRR abs/1209.5019 (2012)

Lingbo Li, XianXing Zhang, Mingyuan Zhou, Lawrence Carin: Nested Dictionary Learning for Hierarchical Organization of Imagery and Text. CoRR abs/1210.4872 (2012)

Lu Ren, Lan Du, Lawrence Carin, David B. Dunson: Logistic Stick-Breaking Process. Journal of Machine Learning Research 12: 203-239 (2011)

Mingyuan Zhou, Hongxia Yang, Guillermo Sapiro, David B. Dunson, Lawrence Carin: Dependent Hierarchical Beta Process for Image Interpolation and Denoising. Journal of Machine Learning Research - Proceedings Track 15: 883-891 (2011)

Lawrence Carin, Richard G. Baraniuk, Volkan Cevher, David B. Dunson, Michael I. Jordan, Guillermo Sapiro, Michael B. Wakin: Learning Low-Dimensional Signal Models. IEEE Signal Process. Mag. 28(2): 39-51 (2011)

Minhua Chen, David E. Carlson, Aimee K. Zaas, Christopher W. Woods, Geoffrey S. Ginsburg, Alfred O. Hero, Joseph E. Lucas, Lawrence Carin: Detection of Viruses Via Statistical Gene Expression Analysis. IEEE Trans. Biomed. Engineering 58(3): 468-479 (2011)

Alexey Castrodad, Zhengming Xing, John B. Greer, Edward Bosch, Lawrence Carin, Guillermo Sapiro: Learning Discriminative Sparse Representations for Modeling, Source Separation, and Mapping of Hyperspectral Imagery. IEEE T. Geoscience and Remote Sensing 49(11): 4263-4281 (2011)

Xinghao Ding, Lihan He, Lawrence Carin: Bayesian Robust Principal Component Analysis. IEEE Transactions on Image Processing 20(12): 3419-3430 (2011)

Minhua Chen, Jorge Silva, John William Paisley, Chunping Wang, David B. Dunson, Lawrence Carin: Corrections to "Compressive Sensing on Manifolds Using a Nonparametric Mixture of Factor Analyzers: Algorithm and Performance Bounds". IEEE Transactions on Signal Processing 59(3): 1329 (2011)

Christopher Cramer, Lawrence Carin: Bayesian topic models for describing computer network behaviors. ICASSP 2011: 1888-1891

Lingbo Li, Mingyuan Zhou, Eric Wang, Lawrence Carin: Joint dictionary learning and topic modeling for image clustering. ICASSP 2011: 2168-2171

Eric Wang, Jorge Silva, Rebecca Willett, Lawrence Carin: Time-evolving modeling of social networks. ICASSP 2011: 2184-2187

Hui Li, Xuejun Liao, Lawrence Carin: Nonparametric Bayesian feature selection for multi-task learning. ICASSP 2011: 2236-2239

Mingyuan Zhou, Hongxia Yang, Guillermo Sapiro, David B. Dunson, Lawrence Carin: Covariate-dependent dictionary learning and sparse coding. ICASSP 2011: 5824-5827

Bo Chen, Gungor Polatkan, Guillermo Sapiro, David B. Dunson, Lawrence Carin: The Hierarchical Beta Process for Convolutional Factor Analysis and Deep Learning. ICML 2011: 361-368

Haojun Chen, David B. Dunson, Lawrence Carin: Topic Modeling with Nonparametric Markov Tree. ICML 2011: 377-384

Lingbo Li, Mingyuan Zhou, Guillermo Sapiro, Lawrence Carin: On the Integration of Topic Modeling and Dictionary Learning. ICML 2011: 625-632

Miao Liu, Xuejun Liao, Lawrence Carin: The Infinite Regionalized Policy Representation. ICML 2011: 769-776

XianXing Zhang, David B. Dunson, Lawrence Carin: Tree-Structured Infinite Sparse Factor Model. ICML 2011: 785-792

John William Paisley, Lawrence Carin, David M. Blei: Variational Inference for Stick-Breaking Beta Process Priors. ICML 2011: 889-896

Bo Chen, David E. Carlson, Lawrence Carin: On the Analysis of Multi-Channel Neural Spike Data. NIPS 2011: 936-944

Lu Ren, Yingjian Wang, David B. Dunson, Lawrence Carin: The Kernel Beta Process. NIPS 2011: 963-971

XianXing Zhang, David B. Dunson, Lawrence Carin: Hierarchical Topic Modeling for Analysis of Time-Evolving Personal Choices. NIPS 2011: 1395-1403

Jorge Silva, Minhua Chen, Yonina C. Eldar, Guillermo Sapiro, Lawrence Carin: Blind Compressed Sensing Over a Structured Union of Subspaces. CoRR abs/1103.2469 (2011)

Julio Martin Duarte-Carvajalino, Guillermo Sapiro, Guoshen Yu, Lawrence Carin: Online Adaptive Statistical Compressed Sensing of Gaussian Mixture Models. CoRR abs/1112.5895 (2011)

Bo Chen, Minhua Chen, John William Paisley, Aimee K. Zaas, Christopher W. Woods, Geoffrey S. Ginsburg, Alfred O. Hero, Joseph E. Lucas, David B. Dunson, Lawrence Carin: Bayesian Inference of the Number of Factors in Gene-Expression Analysis: Application to Human Virus Challenge Studies. BMC Bioinformatics 11: 552 (2010)

Chunping Wang, Xuejun Liao, Lawrence Carin, David B. Dunson: Classification with Incomplete Data Using Dirichlet Process Priors. Journal of Machine Learning Research 11: 3269-3311 (2010)

Iulian Pruteanu-Malinici, Lu Ren, John William Paisley, Eric Wang, Lawrence Carin: Hierarchical Bayesian Modeling of Topics in Time-Stamped Documents. IEEE Trans. Pattern Anal. Mach. Intell. 32(6): 996-1011 (2010)

John William Paisley, Xuejun Liao, Lawrence Carin: Active learning and basis selection for kernel-based linear models: a Bayesian perspective. IEEE Transactions on Signal Processing 58(5): 2686-2700 (2010)

Lan Du, Minhua Chen, Joseph E. Lucas, Lawrence Carin: Sticky hidden Markov modeling of comparative genomic hybridization. IEEE Transactions on Signal Processing 58(10): 5353-5368 (2010)

Minhua Chen, Jorge Silva, John William Paisley, Chunping Wang, David B. Dunson, Lawrence Carin: Compressive Sensing on Manifolds Using a Nonparametric Mixture of Factor Analyzers: Algorithm and Performance Bounds. IEEE Transactions on Signal Processing 58(12): 6140-6155 (2010)

Bo Chen, John William Paisley, Lawrence Carin: Sparse linear regression with beta process priors. ICASSP 2010: 1234-1237

John William Paisley, Lawrence Carin: A nonparametric Bayesian model for kernel matrix completion. ICASSP 2010: 2090-2093

Alexey Castrodad, Zhengming Xing, John B. Greer, Edward Bosch, Lawrence Carin, Guillermo Sapiro: Discriminative sparse representations in hyperspectral imagery. ICIP 2010: 1313-1316

John William Paisley, Mingyuan Zhou, Guillermo Sapiro, Lawrence Carin: Nonparametric image interpolation and dictionary learning using spatially-dependent Dirichlet and beta process priors. ICIP 2010: 1869-1872

John William Paisley, Aimee K. Zaas, Christopher W. Woods, Geoffrey S. Ginsburg, Lawrence Carin: A Stick-Breaking Construction of the Beta Process. ICML 2010: 847-854

Eric Wang, Dehong Liu, Jorge Silva, David B. Dunson, Lawrence Carin: Joint Analysis of Time-Evolving Binary Matrices and Associated Documents. NIPS 2010: 2370-2378

Lawrence Carin, Dehong Liu, Wenbin Lin, Bin Guo: Compressive sensing for multi-static scattering analysis. J. Comput. Physics 228(9): 3464-3477 (2009)

Hui Li, Xuejun Liao, Lawrence Carin: Multi-task Reinforcement Learning in Partially Observable Stochastic Environments. Journal of Machine Learning Research 10: 1131-1186 (2009)

Shihao Ji, L. T. Watson, Lawrence Carin: Semisupervised Learning of Hidden Markov Models via a Homotopy Method. IEEE Trans. Pattern Anal. Mach. Intell. 31(2): 275-287 (2009)

Qiuhua Liu, Xuejun Liao, Hui Li, Jason R. Stack, Lawrence Carin: Semisupervised Multitask Learning. IEEE Trans. Pattern Anal. Mach. Intell. 31(6): 1074-1086 (2009)

Xuejun Liao, Lawrence Carin: Migratory Logistic Regression for Learning Concept Drift Between Two Data Sets With Application to UXO Sensing. IEEE T. Geoscience and Remote Sensing 47(5): 1454-1466 (2009)

Jason R. Stack, Gerald J. Dobeck, Xuejun Liao, Lawrence Carin: Kernel-Matching Pursuits With Arbitrary Loss Functions. IEEE Transactions on Neural Networks 20(3): 395-405 (2009)

Shihao Ji, David B. Dunson, Lawrence Carin: Multitask Compressive Sensing. IEEE Transactions on Signal Processing 57(1): 92-106 (2009)

Lihan He, Lawrence Carin: Exploiting structure in wavelet-based Bayesian compressive sensing. IEEE Transactions on Signal Processing 57(9): 3488-3497 (2009)

John William Paisley, Lawrence Carin: Hidden Markov models with stick-breaking priors. IEEE Transactions on Signal Processing 57(10): 3905-3917 (2009)

Chunping Wang, Qi An, Lawrence Carin, David B. Dunson: Multi-task classification with infinite local experts. ICASSP 2009: 1569-1572

John William Paisley, Lawrence Carin: Dirichlet process mixture models with multiple modalities. ICASSP 2009: 1613-1616

Hui Li, Xuejun Liao, Lawrence Carin: Active learning for semi-supervised multi-task learning. ICASSP 2009: 1637-1640

Lu Ren, David B. Dunson, Scott Lindroth, Lawrence Carin: Music analysis with a Bayesian dynamic model. ICASSP 2009: 1681-1684

John William Paisley, Lawrence Carin: Nonparametric factor analysis with beta process priors. ICML 2009: 98

Chenghui Cai, Xuejun Liao, Lawrence Carin: Learning to Explore and Exploit in POMDPs. NIPS 2009: 198-206

Lan Du, Lu Ren, David B. Dunson, Lawrence Carin: A Bayesian Model for Simultaneous Image Clustering, Annotation and Object Segmentation. NIPS 2009: 486-494

Mingyuan Zhou, Haojun Chen, John William Paisley, Lu Ren, Guillermo Sapiro, Lawrence Carin: Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations. NIPS 2009: 2295-2303

Lawrence Carin, George Cybenko, Jeff Hughes: Cybersecurity Strategies: The QuERIES Methodology. IEEE Computer 41(8): 20-26 (2008)

K. C. Ho, Lawrence Carin, Paul D. Gader, Joseph N. Wilson: An Investigation of Using the Spectral Characteristics From Ground Penetrating Radar for Landmine/Clutter Discrimination. IEEE T. Geoscience and Remote Sensing 46(4): 1177-1191 (2008)

Qiuhua Liu, Xuejun Liao, Lawrence Carin: Detection of Unexploded Ordnance via Efficient Semisupervised and Active Learning. IEEE T. Geoscience and Remote Sensing 46(9): 2558-2567 (2008)

Iulian Pruteanu-Malinici, Lawrence Carin: Infinite Hidden Markov Models for Unusual-Event Detection in Video. IEEE Transactions on Image Processing 17(5): 811-822 (2008)

Shihao Ji, Ya Xue, Lawrence Carin: Bayesian Compressive Sensing. IEEE Transactions on Signal Processing 56(6): 2346-2356 (2008)

Kai Ni, John William Paisley, Lawrence Carin, David B. Dunson: Multi-Task Learning for Analyzing and Sorting Large Databases of Sequential Data. IEEE Transactions on Signal Processing 56(8-2): 3918-3931 (2008)

Qi An, Chunping Wang, Ivo Shterev, Eric Wang, Lawrence Carin, David B. Dunson: Hierarchical kernel stick-breaking process for multi-task image analysis. ICML 2008: 17-24

Yuting Qi, Dehong Liu, David B. Dunson, Lawrence Carin: Multi-task compressive sensing with Dirichlet process priors. ICML 2008: 768-775

Lu Ren, David B. Dunson, Lawrence Carin: The dynamic hierarchical Dirichlet process. ICML 2008: 824-831

Gregory Arnold, Timothy Ross, Lori Westerkamp, Lawrence Carin, Randolph L. Moses: The ATR Center and ATRpedia. Visual Information Processing 2008: 69780

Ya Xue, Xuejun Liao, Lawrence Carin, Balaji Krishnapuram: Multi-Task Learning for Classification with Dirichlet Process Priors. Journal of Machine Learning Research 8: 35-63 (2007)

David Williams, Xuejun Liao, Ya Xue, Lawrence Carin, Balaji Krishnapuram: On Classification with Incomplete Data. IEEE Trans. Pattern Anal. Mach. Intell. 29(3): 427-436 (2007)

Shihao Ji, Lawrence Carin: Cost-sensitive feature acquisition and classification. Pattern Recognition 40(5): 1474-1485 (2007)

Dehong Liu, Jeffrey L. Krolik, Lawrence Carin: Electromagnetic Target Detection in Uncertain Media: Time-Reversal and Minimum-Variance Algorithms. IEEE T. Geoscience and Remote Sensing 45(4): 934-944 (2007)

Yijun Yu, Lawrence Carin: Three-Dimensional Bayesian Inversion With Application to Subsurface Sensing. IEEE T. Geoscience and Remote Sensing 45(5-1): 1258-1270 (2007)

Lihan He, Shihao Ji, Waymond R. Scott, Lawrence Carin: Adaptive Multimodality Sensing of Landmines. IEEE T. Geoscience and Remote Sensing 45(6-2): 1756-1774 (2007)

David Williams, Chunping Wang, Xuejun Liao, Lawrence Carin: Classification of Unexploded Ordnance Using Incomplete Multisensor Multiresolution Data. IEEE T. Geoscience and Remote Sensing 45(7-2): 2364-2373 (2007)

Shihao Ji, Ronald Parr, Lawrence Carin: Nonmyopic Multiaspect Sensing With Partially Observable Markov Decision Processes. IEEE Transactions on Signal Processing 55(6-1): 2720-2730 (2007)

Yuting Qi, John William Paisley, Lawrence Carin: Music Analysis Using Hidden Markov Mixture Models. IEEE Transactions on Signal Processing 55(11): 5209-5224 (2007)

Shihao Ji, Ronald Parr, Hui Li, Xuejun Liao, Lawrence Carin: Point-Based Policy Iteration. AAAI 2007: 1243-1249

Dehong Liu, Lawrence Carin: Wideband Array Imaging of a Target Situated in an Unknown Random Media. ICASSP (1) 2007: 533-536

Iulian Pruteanu-Malinici, Lawrence Carin: Infinite Hidden Markov Models and ISA Features for Unusual-Event Detection in Video. ICIP (5) 2007: 137-140

Shihao Ji, Lawrence Carin: Bayesian compressive sensing and projection optimization. ICML 2007: 377-384

Xuejun Liao, Hui Li, Lawrence Carin: Quadratically gated mixture of experts for incomplete data classification. ICML 2007: 553-560

Kai Ni, Lawrence Carin, David B. Dunson: Multi-task learning for sequential data via iHMMs and the nested Dirichlet process. ICML 2007: 689-696

Ya Xue, David B. Dunson, Lawrence Carin: The matrix stick-breaking process for flexible multi-task learning. ICML 2007: 1063-1070

Qiuhua Liu, Xuejun Liao, Lawrence Carin: Semi-Supervised Multitask Learning. NIPS 2007

Wenbin Lin, Narayan Kovvali, Lawrence Carin: Pseudospectral method based on prolate spheroidal wave functions for semiconductor nanodevice simulation. Computer Physics Communications 175(2): 78-85 (2006)

Shihao Ji, Balaji Krishnapuram, Lawrence Carin: Variational Bayes for Continuous Hidden Markov Models and Its Application to Active Learning. IEEE Trans. Pattern Anal. Mach. Intell. 28(4): 522-532 (2006)

Narayan Kovvali, Wenbin Lin, Zhiqin Zhao, Luise Couchman, Lawrence Carin: Rapid Prolate Pseudospectral Differentiation and Interpolation with the Fast Multipole Method. SIAM J. Scientific Computing 28(2): 485-497 (2006)

Shaorong Chang, Lawrence Carin: A modified SPIHT algorithm for image coding with a joint MSE and classification distortion measure. IEEE Transactions on Image Processing 15(3): 713-725 (2006)

Nilanjan Dasgupta, Lawrence Carin: Texture analysis with variational hidden Markov trees. IEEE Transactions on Signal Processing 54(6-1): 2353-2356 (2006)

Hui Li, Xuejun Liao, Lawrence Carin: Incremental Least Squares Policy Iteration for POMDPs. AAAI 2006: 1167-1172

Hui Li, Xuejun Liao, Lawrence Carin: Region-based value iteration for partially observable Markov decision processes. ICML 2006: 561-568

Wenbin Lin, Narayan Kovvali, Lawrence Carin: Direct algorithm for computation of derivatives of the Daubechies basis functions. Applied Mathematics and Computation 170(2): 1006-1013 (2005)

Balaji Krishnapuram, Lawrence Carin, Mário A. T. Figueiredo, Alexander J. Hartemink: Sparse Multinomial Logistic Regression: Fast Algorithms and Generalization Bounds. IEEE Trans. Pattern Anal. Mach. Intell. 27(6): 957-968 (2005)

Shaorong Chang, Nilanjan Dasgupta, Lawrence Carin: A Bayesian Approach to Unsupervised Feature Selection and Density Estimation Using Expectation Propagation. CVPR (2) 2005: 1043-1050

Xuejun Liao, Ya Xue, Lawrence Carin: Logistic regression with an auxiliary data source. ICML 2005: 505-512

David Williams, Xuejun Liao, Ya Xue, Lawrence Carin: Incomplete-data classification using logistic regression. ICML 2005: 972-979

Xuejun Liao, Lawrence Carin: Radial Basis Function Network for Multi-task Learning. NIPS 2005

Balaji Krishnapuram, Lawrence Carin, Alexander J. Hartemink: Joint Classifier and Feature Optimization for Comprehensive Cancer Diagnosis Using Gene Expression Data. Journal of Computational Biology 11(2/3): 227-242 (2004)

Xuejun Liao, Lawrence Carin: Application of the Theory of Optimal Experiments to Adaptive Electromagnetic-Induction Sensing of Buried Targets. IEEE Trans. Pattern Anal. Mach. Intell. 26(8): 961-972 (2004)

Balaji Krishnapuram, Alexander J. Hartemink, Lawrence Carin, Mário A. T. Figueiredo: A Bayesian Approach to Joint Feature Selection and Classifier Design. IEEE Trans. Pattern Anal. Mach. Intell. 26(9): 1105-1111 (2004)

Yijun Yu, Tiejun Yu, Lawrence Carin: Three-dimensional inverse scattering of a dielectric target embedded in a lossy half-space. IEEE T. Geoscience and Remote Sensing 42(5): 957-973 (2004)

Xianyang Zhu, Lawrence Carin: Application of the biorthogonal multiresolution time-domain method to the analysis of elastic-wave interactions with buried targets. IEEE T. Geoscience and Remote Sensing 42(7): 1502-1511 (2004)

Yan Zhang, Xuejun Liao, Lawrence Carin: Detection of buried targets via active selection of labeled data: application to sensing subsurface UXO. IEEE T. Geoscience and Remote Sensing 42(11): 2535-2543 (2004)

Balaji Krishnapuram, David Williams, Ya Xue, Alexander J. Hartemink, Lawrence Carin, Mário A. T. Figueiredo: On Semi-Supervised Classification. NIPS 2004

Yanting Dong, Lawrence Carin: Rate-Distortion Analysis of Discrete-HMM Pose Estimation via Multiaspect Scattering Data. IEEE Trans. Pattern Anal. Mach. Intell. 25(7): 872-883 (2003)

Ling Li, Zhijun Liu, Xiaolong Dong, James A. Thompson, Lawrence Carin: Scalable multilevel fast multipole method for multiple targets in the vicinity of a half space. IEEE T. Geoscience and Remote Sensing 41(4): 791-802 (2003)

Yan Zhang, Leslie M. Collins, Haitao Yu, Carl E. Baum, Lawrence Carin: Sensing of unexploded ordnance with magnetometer and induction data: theory and signal processing. IEEE T. Geoscience and Remote Sensing 41(5): 1005-1015 (2003)

Yanting Dong, Lawrence Carin: Quantization of multiaspect scattering data: target classification and pose estimation. IEEE Transactions on Signal Processing 51(12): 3105-3114 (2003)

Yanting Dong, Lawrence Carin: Rate-Distortion Bound for Joint Compression and Classification. DCC 2003: 423

Balaji Krishnapuram, Lawrence Carin, Alexander J. Hartemink: Joint classifier and feature optimization for cancer diagnosis using gene expression data. RECOMB 2003: 167-175

Priya Bharadwaj, Lawrence Carin: Infrared-Image Classification Using Hidden Markov Trees. IEEE Trans. Pattern Anal. Mach. Intell. 24(10): 1394-1398 (2002)

Hongwei Liu, Lawrence Carin: Class-based target classification in shallow water channel based on Hidden Markov Model. ICASSP 2002: 2889-2892

Balaji Krishnapuram, Lawrence Carin: Support Vector Machines for improved multiaspect target recognition using the fisher kernel scores of Hidden Markov Models. ICASSP 2002: 2989-2992

Jiuliu Lu, Lawrence Carin: HMM-based multiresolution image segmentation. ICASSP 2002: 3357-3360

Xuejun Liao, Nilanjan Dasgupta, Simon M. Lin, Lawrence Carin: ICA and PLS modeling for functional analysis and drug sensitivity for DNA microarray signals. ICASSP 2002: 3880-3883

Shaorong Chang, Nasser Nasrabadi, Lawrence Carin: Infrared-image classification using support vector machines. ICASSP 2002: 4168

Balaji Krishnapuram, Lawrence Carin: Support Vector Machines for Improved Multiaspect Target Recognition Using the Fisher Scores of Hidden Markov Models. JCIS 2002: 354-357

Eric Jones, Paul Runkle, Nilanjan Dasgupta, Luise Couchman, Lawrence Carin: Genetic Algorithm Wavelet Design for Signal Classification. IEEE Trans. Pattern Anal. Mach. Intell. 23(8): 890-895 (2001)

Nilanjan Dasgupta, Paul Runkle, Luise Couchman, Lawrence Carin: Dual hidden Markov model for characterizing wavelet coefficients from multi-aspect scattering data. Signal Processing 81(6): 1303-1316 (2001)

Leslie M. Collins, Yan Zhang, Jing Li, Hua Wang, Lawrence Carin, Sean J. Hart, Susan L. Rose-Pehrsson, Herbert H. Nelson, James R. McDonald: A comparison of the performance of statistical and fuzzy algorithms for unexploded ordnance detection. IEEE T. Fuzzy Systems 9(1): 17-30 (2001)

Paul Runkle, Lam H. Nguyen, James H. McClellan, Lawrence Carin: Multi-aspect target detection for SAR imagery using hidden Markov models. IEEE T. Geoscience and Remote Sensing 39(1): 46-55 (2001)

Lawrence Carin: Foreword. IEEE T. Geoscience and Remote Sensing 39(6): 1107 (2001)

Lawrence Carin, Haitao Yu, Yacine Dalichaouch, Alexander R. Perry, Peter V. Czipott, Carl E. Baum: On the wideband EMI response of a rotationally symmetric permeable and conducting target. IEEE T. Geoscience and Remote Sensing 39(6): 1206-1213 (2001)

Yanting Dong, Paul Runkle, Lawrence Carin, Raju Damarla, Anders Sullivan, Marc A. Ressler, Jeffrey Sichina: Multi-aspect detection of surface and shallow-buried unexploded ordnance via ultra-wideband synthetic aperture radar. IEEE T. Geoscience and Remote Sensing 39(6): 1259-1270 (2001)

Traian Dogaru, Lawrence Carin: Time-domain sensing of targets buried under a Gaussian, exponential, or fractal rough interface. IEEE T. Geoscience and Remote Sensing 39(8): 1807-1819 (2001)

Jiangqi He, Norbert Geng, Lam H. Nguyen, Lawrence Carin: Rigorous modeling of ultrawideband VHF scattering from tree trunks over flat and. sloped terrain. IEEE T. Geoscience and Remote Sensing 39(10): 2182-2193 (2001)

Tiejun Yu, Lawrence Carin: Analysis of the electromagnetic inductive response of a void in a conducting-soil background. IEEE T. Geoscience and Remote Sensing 38(3): 1320-1327 (2000)

Ping Gao, Leslie M. Collins, Philip M. Garber, Norbert Geng, Lawrence Carin: Classification of landmine-like metal targets using wideband electromagnetic induction. IEEE T. Geoscience and Remote Sensing 38(3): 1352-1361 (2000)

Norbert Geng, Anders Sullivan, Lawrence Carin: Multilevel fast-multipole algorithm for scattering from conducting targets above or embedded in a lossy half space. IEEE T. Geoscience and Remote Sensing 38(4): 1561-1573 (2000)

Paul Runkle, Lawrence Carin, Luise Couchman, Timothy J. Yoder, Joseph A. Bucaro: Multiaspect Target Identification with Wave-Based Matched Pursuits and Continuous Hidden Markov Models. IEEE Trans. Pattern Anal. Mach. Intell. 21(12): 1371-1378 (1999)

Norbert Geng, Carl E. Baum, Lawrence Carin: On the low-frequency natural response of conducting and permeable targets. IEEE T. Geoscience and Remote Sensing 37(1): 347-359 (1999)

Leslie M. Collins, Ping Gao, Lawrence Carin: An improved Bayesian decision theoretic approach for land mine detection. IEEE T. Geoscience and Remote Sensing 37(2): 811-819 (1999)

Norbert Geng, Lawrence Carin: Short-pulse electromagnetic scattering from arbitrarily oriented subsurface ordnance. IEEE T. Geoscience and Remote Sensing 37(4): 2111-2113 (1999)

Norbert Geng, Marc A. Ressler, Lawrence Carin: Wide-band VHF scattering from a trihedral reflector situated above a lossy dispersive halfspace. IEEE T. Geoscience and Remote Sensing 37(5): 2609-2617 (1999)

Mark R. McClure, Lawrence Carin: Matching pursuits with a wave-based dictionary. IEEE Transactions on Signal Processing 45(12): 2912-2927 (1997)

Hakan Bakircioglu, Erol Gelenbe, Lawrence Carin: Random Neural Network Recognition of Shaped Objects in Strong Clutter. ICANN 1997: 961-966