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Lawrence Carin Coauthor index pubzone.org

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116Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRicardo 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
115Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJulio Martin Duarte-Carvajalino, Guoshen Yu, Lawrence Carin, Guillermo Sapiro: Task-Driven Adaptive Statistical Compressive Sensing of Gaussian Mixture Models CoRR abs/1201.5404: (2012)
114Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLawrence 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)
113Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMingyuan 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)
112Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMingyuan 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)
111Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhengming 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)
2011
110Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChristopher Cramer, Lawrence Carin: Bayesian topic models for describing computer network behaviors. ICASSP 2011: 1888-1891
109Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLingbo Li, Mingyuan Zhou, Eric Wang, Lawrence Carin: Joint dictionary learning and topic modeling for image clustering. ICASSP 2011: 2168-2171
108Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEric Wang, Jorge Silva, Rebecca Willett, Lawrence Carin: Time-evolving modeling of social networks. ICASSP 2011: 2184-2187
107Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHui Li, Xuejun Liao, Lawrence Carin: Nonparametric Bayesian feature selection for multi-task learning. ICASSP 2011: 2236-2239
106Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMingyuan Zhou, Hongxia Yang, Guillermo Sapiro, David B. Dunson, Lawrence Carin: Covariate-dependent dictionary learning and sparse coding. ICASSP 2011: 5824-5827
105no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBo 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
104no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHaojun Chen, David B. Dunson, Lawrence Carin: Topic Modeling with Nonparametric Markov Tree. ICML 2011: 377-384
103no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLingbo Li, Mingyuan Zhou, Guillermo Sapiro, Lawrence Carin: On the Integration of Topic Modeling and Dictionary Learning. ICML 2011: 625-632
102no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMiao Liu, Xuejun Liao, Lawrence Carin: The Infinite Regionalized Policy Representation. ICML 2011: 769-776
101no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXianXing Zhang, David B. Dunson, Lawrence Carin: Tree-Structured Infinite Sparse Factor Model. ICML 2011: 785-792
100no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn William Paisley, Lawrence Carin, David M. Blei: Variational Inference for Stick-Breaking Beta Process Priors. ICML 2011: 889-896
99Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXianYing Zhang, David B. Dunson, Lawrence Carin: Hierarchical Topic Modeling for Analysis of Time-Evolving Personal Choices. NIPS 2011: 1395-1403
98Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBo Chen, David E. Carlson, Lawrence Carin: On the Analysis of Multi-Channel Neural Spike Data. NIPS 2011: 936-944
97Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLu Ren, Yingjian Wang, David B. Dunson, Lawrence Carin: The Kernel Beta Process. NIPS 2011: 963-971
96Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJorge Silva, Minhua Chen, Yonina C. Eldar, Guillermo Sapiro, Lawrence Carin: Blind Compressed Sensing Over a Structured Union of Subspaces CoRR abs/1103.2469: (2011)
95Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJulio Martin Duarte-Carvajalino, Guillermo Sapiro, Guoshen Yu, Lawrence Carin: Online Adaptive Statistical Compressed Sensing of Gaussian Mixture Models CoRR abs/1112.5895: (2011)
94Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLawrence 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)
93Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexey 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)
92Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXinghao Ding, Lihan He, Lawrence Carin: Bayesian Robust Principal Component Analysis. IEEE Transactions on Image Processing 20(12): 3419-3430 (2011)
91Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMinhua 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)
90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLu Ren, Lan Du, Lawrence Carin, David B. Dunson: Logistic Stick-Breaking Process. Journal of Machine Learning Research 12: 203-239 (2011)
89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMingyuan 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)
2010
88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBo Chen, John William Paisley, Lawrence Carin: Sparse linear regression with beta process priors. ICASSP 2010: 1234-1237
87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn William Paisley, Lawrence Carin: A nonparametric Bayesian model for kernel matrix completion. ICASSP 2010: 2090-2093
86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexey Castrodad, Zhengming Xing, John B. Greer, Edward Bosch, Lawrence Carin, Guillermo Sapiro: Discriminative sparse representations in hyperspectral imagery. ICIP 2010: 1313-1316
85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn 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
84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn 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
83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEric Wang, Dehong Liu, Jorge Silva, David B. Dunson, Lawrence Carin: Joint Analysis of Time-Evolving Binary Matrices and Associated Documents. NIPS 2010: 2370-2378
82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBo Chen, Minhua Chen, John William Paisley, Aimee K. Zaas, Christopher W. Woods, Geoffrey S. Ginsburg, Alfred 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)
81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIulian 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)
80Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLan 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)
79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMinhua 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)
78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn 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)
77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChunping 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)
2009
76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChunping Wang, Qi An, Lawrence Carin, David B. Dunson: Multi-task classification with infinite local experts. ICASSP 2009: 1569-1572
75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn William Paisley, Lawrence Carin: Dirichlet process mixture models with multiple modalities. ICASSP 2009: 1613-1616
74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHui Li, Xuejun Liao, Lawrence Carin: Active learning for semi-supervised multi-task learning. ICASSP 2009: 1637-1640
73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLu Ren, David B. Dunson, Scott Lindroth, Lawrence Carin: Music analysis with a Bayesian dynamic model. ICASSP 2009: 1681-1684
72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn William Paisley, Lawrence Carin: Nonparametric factor analysis with beta process priors. ICML 2009: 98
71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChenghui Cai, Xuejun Liao, Lawrence Carin: Learning to Explore and Exploit in POMDPs. NIPS 2009: 198-206
70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMingyuan 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
69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLan Du, Lu Ren, David B. Dunson, Lawrence Carin: A Bayesian Model for Simultaneous Image Clustering, Annotation and Object Segmentation. NIPS 2009: 486-494
68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXuejun 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)
67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShihao 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)
66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQiuhua Liu, Xuejun Liao, Hui Li, Jason R. Stack, Lawrence Carin: Semisupervised Multitask Learning. IEEE Trans. Pattern Anal. Mach. Intell. 31(6): 1074-1086 (2009)
65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason 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)
64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShihao Ji, David B. Dunson, Lawrence Carin: Multitask Compressive Sensing. IEEE Transactions on Signal Processing 57(1): 92-106 (2009)
63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn William Paisley, Lawrence Carin: Hidden Markov models with stick-breaking priors. IEEE Transactions on Signal Processing 57(10): 3905-3917 (2009)
62Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLihan He, Lawrence Carin: Exploiting structure in wavelet-based Bayesian compressive sensing. IEEE Transactions on Signal Processing 57(9): 3488-3497 (2009)
61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLawrence Carin, Dehong Liu, Wenbin Lin, Bin Guo: Compressive sensing for multi-static scattering analysis. J. Comput. Physics 228(9): 3464-3477 (2009)
60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHui Li, Xuejun Liao, Lawrence Carin: Multi-task Reinforcement Learning in Partially Observable Stochastic Environments. Journal of Machine Learning Research 10: 1131-1186 (2009)
2008
59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQi 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
58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYuting Qi, Dehong Liu, David B. Dunson, Lawrence Carin: Multi-task compressive sensing with Dirichlet process priors. ICML 2008: 768-775
57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLu Ren, David B. Dunson, Lawrence Carin: The dynamic hierarchical Dirichlet process. ICML 2008: 824-831
56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGregory Arnold, Timothy Ross, Lori Westerkamp, Lawrence Carin, Randolph L. Moses: The ATR Center and ATRpedia. Visual Information Processing 2008: 69780
55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLawrence Carin, George Cybenko, Jeff Hughes: Cybersecurity Strategies: The QuERIES Methodology. IEEE Computer 41(8): 20-26 (2008)
54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLK. 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)
53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQiuhua 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)
52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIulian Pruteanu-Malinici, Lawrence Carin: Infinite Hidden Markov Models for Unusual-Event Detection in Video. IEEE Transactions on Image Processing 17(5): 811-822 (2008)
51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShihao Ji, Ya Xue, Lawrence Carin: Bayesian Compressive Sensing. IEEE Transactions on Signal Processing 56(6): 2346-2356 (2008)
50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKai 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)
2007
49no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShihao Ji, Ronald Parr, Hui Li, Xuejun Liao, Lawrence Carin: Point-Based Policy Iteration. AAAI 2007: 1243-1249
48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDehong Liu, Lawrence Carin: Wideband Array Imaging of a Target Situated in an Unknown Random Media. ICASSP (1) 2007: 533-536
47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIulian Pruteanu-Malinici, Lawrence Carin: Infinite Hidden Markov Models and ISA Features for Unusual-Event Detection in Video. ICIP (5) 2007: 137-140
46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYa Xue, David B. Dunson, Lawrence Carin: The matrix stick-breaking process for flexible multi-task learning. ICML 2007: 1063-1070
45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShihao Ji, Lawrence Carin: Bayesian compressive sensing and projection optimization. ICML 2007: 377-384
44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXuejun Liao, Hui Li, Lawrence Carin: Quadratically gated mixture of experts for incomplete data classification. ICML 2007: 553-560
43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKai Ni, Lawrence Carin, David B. Dunson: Multi-task learning for sequential data via iHMMs and the nested Dirichlet process. ICML 2007: 689-696
42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQiuhua Liu, Xuejun Liao, Lawrence Carin: Semi-Supervised Multitask Learning. NIPS 2007
41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDehong 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)
40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYijun Yu, Lawrence Carin: Three-Dimensional Bayesian Inversion With Application to Subsurface Sensing. IEEE T. Geoscience and Remote Sensing 45(5-1): 1258-1270 (2007)
39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLihan 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)
38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid 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)
37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid 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)
36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYuting Qi, John William Paisley, Lawrence Carin: Music Analysis Using Hidden Markov Mixture Models. IEEE Transactions on Signal Processing 55(11): 5209-5224 (2007)
35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShihao 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)
34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYa 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)
33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShihao Ji, Lawrence Carin: Cost-sensitive feature acquisition and classification. Pattern Recognition 40(5): 1474-1485 (2007)
2006
32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHui Li, Xuejun Liao, Lawrence Carin: Incremental Least Squares Policy Iteration for POMDPs. AAAI 2006: 1167-1172
31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHui Li, Xuejun Liao, Lawrence Carin: Region-based value iteration for partially observable Markov decision processes. ICML 2006: 561-568
30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWenbin 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)
29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShihao 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)
28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShaorong 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)
27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNilanjan Dasgupta, Lawrence Carin: Texture analysis with variational hidden Markov trees. IEEE Transactions on Signal Processing 54(6-1): 2353-2356 (2006)
26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNarayan 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)
2005
25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShaorong Chang, Nilanjan Dasgupta, Lawrence Carin: A Bayesian Approach to Unsupervised Feature Selection and Density Estimation Using Expectation Propagation. CVPR (2) 2005: 1043-1050
24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXuejun Liao, Ya Xue, Lawrence Carin: Logistic regression with an auxiliary data source. ICML 2005: 505-512
23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Williams, Xuejun Liao, Ya Xue, Lawrence Carin: Incomplete-data classification using logistic regression. ICML 2005: 972-979
22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXuejun Liao, Lawrence Carin: Radial Basis Function Network for Multi-task Learning. NIPS 2005
21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWenbin 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)
20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBalaji 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)
2004
19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBalaji Krishnapuram, David Williams, Ya Xue, Alexander J. Hartemink, Lawrence Carin, Mário A. T. Figueiredo: On Semi-Supervised Classification. NIPS 2004
18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYan 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)
17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYijun 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)
16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXianyang 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)
15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXuejun 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)
14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBalaji 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)
13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBalaji 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)
2003
12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYanting Dong, Lawrence Carin: Rate-Distortion Bound for Joint Compression and Classification. DCC 2003: 423
11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBalaji Krishnapuram, Lawrence Carin, Alexander J. Hartemink: Joint classifier and feature optimization for cancer diagnosis using gene expression data. RECOMB 2003: 167-175
10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLing 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)
9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYan Zhang, Leslie 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)
8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYanting 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)
7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYanting Dong, Lawrence Carin: Quantization of multiaspect scattering data: target classification and pose estimation. IEEE Transactions on Signal Processing 51(12): 3105-3114 (2003)
2002
6no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBalaji Krishnapuram, Lawrence Carin: Support Vector Machines for Improved Multiaspect Target Recognition Using the Fisher Scores of Hidden Markov Models. JCIS 2002: 354-357
5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPriya Bharadwaj, Lawrence Carin: Infrared-Image Classification Using Hidden Markov Trees. IEEE Trans. Pattern Anal. Mach. Intell. 24(10): 1394-1398 (2002)
2001
4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEric 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)
3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNilanjan 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)
1999
2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPaul 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)
1997
1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMark R. McClure, Lawrence Carin: Matching pursuits with a wave-based dictionary. IEEE Transactions on Signal Processing 45(12): 2912-2927 (1997)

Coauthor Index

1Qi An [59] [76]
2Gregory Arnold [56]
3Richard G. Baraniuk [94]
4Carl E. Baum [9]
5Priya Bharadwaj [5]
6David M. Blei [100]
7Edward Bosch [86] [93]
8Joseph A. Bucaro [2]
9Chenghui Cai [71]
10David E. Carlson [98]
11Alexey Castrodad [86] [93] [111]
12Volkan Cevher [94]
13Shaorong Chang [25] [28]
14Bo Chen [82] [88] [98] [105]
15Haojun Chen [70] [104] [113]
16Minhua Chen [79] [80] [82] [91] [96] [114]
17Leslie Collins [9]
18Luise Couchman [2] [3] [4] [26]
19Christopher Cramer [110]
20George Cybenko [55]
21Nilanjan Dasgupta [3] [4] [25] [27]
22Xinghao Ding [92]
23Gerald J. Dobeck [65]
24Xiaolong Dong [10]
25Yanting Dong [7] [8] [12]
26Lan Du [69] [80] [90]
27Julio Martin Duarte-Carvajalino [95] [115]
28David B. Dunson [43] [46] [50] [57] [58] [59] [64] [69] [73] [76] [77] [79] [82] [83] [89] [90] [91] [94] [97] [99] [101] [104] [105] [106] [112] [113] [114]
29Yonina C. Eldar [96]
30Mário A. T. Figueiredo [14] [19] [20]
31Paul D. Gader [54]
32Geoffrey S. Ginsburg [82] [84] [114] [116]
33John B. Greer [86] [93]
34Bin Guo [61]
35Lauren Hannah [112]
36Alexander J. Hartemink [11] [13] [14] [19] [20]
37Lihan He [39] [62] [92]
38Ricardo Henao [114] [116]
39Alfred Hero [82]
40Alfred O. Hero III (Alfred O. Hero) [114]
41K. C. Ho (Dominic K. C. Ho) [54]
42Jeff Hughes [55]
43Shihao Ji [29] [33] [35] [39] [45] [49] [51] [64] [67]
44Eric Jones [4]
45Michael I. Jordan [94]
46Narayan Kovvali [21] [26] [30]
47Balaji Krishnapuram [6] [11] [13] [14] [19] [20] [29] [34] [37]
48Jeffrey L. Krolik [41]
49Hui Li [31] [32] [44] [49] [60] [66] [74] [107]
50Ling Li [10]
51Lingbo Li [103] [109] [113]
52Xuejun Liao [15] [18] [22] [23] [24] [31] [32] [34] [37] [38] [42] [44] [49] [53] [60] [65] [66] [68] [71] [74] [77] [78] [102] [107]
53Wenbin Lin [21] [26] [30] [61]
54Scott Lindroth [73]
55Dehong Liu [41] [48] [58] [61] [83]
56Miao Liu [102]
57Qiuhua Liu [42] [53] [66]
58Zhijun Liu [10]
59Joseph E. Lucas [80] [82] [114] [116]
60Mark R. McClure [1]
61M. Arthur Moseley [116]
62Randolph L. Moses [56]
63Kai Ni [43] [50]
64John William Paisley [36] [50] [63] [70] [72] [75] [78] [79] [81] [82] [84] [85] [87] [88] [91] [100] [113]
65Ronald Parr [35] [49]
66Gungor Polatkan [105]
67Iulian Pruteanu-Malinici [47] [52] [81]
68Yuting Qi [36] [58]
69Lu Ren [57] [69] [70] [73] [81] [90] [97] [113]
70Timothy Ross [56]
71Paul Runkle [2] [3] [4]
72Guillermo Sapiro [70] [85] [86] [89] [93] [94] [95] [96] [103] [105] [106] [111] [113] [115]
73Waymond R. Scott (Waymond R. Scott Jr.) [39]
74Ivo Shterev [59]
75Jorge Silva [79] [83] [91] [96] [108]
76Jason R. Stack [65] [66]
77J. Will Thompson [116]
78James A. Thompson [10]
79Arnau Tibau-Piug [114]
80Michael B. Wakin [94]
81Chunping Wang [38] [59] [76] [77] [79] [91]
82Eric Wang [59] [81] [83] [108] [109]
83Yingjian Wang [97]
84L. T. Watson [67]
85Lori Westerkamp [56]
86Rebecca Willett (Rebecca M. Willett) [108]
87David Williams [19] [23] [37] [38]
88Joseph N. Wilson [54]
89Christopher W. Woods [82] [84] [114]
90Zhengming Xing [86] [93] [111] [113]
91Ya Xue [19] [23] [24] [34] [37] [46] [51]
92Hongxia Yang [89] [106]
93Timothy J. Yoder [2]
94Guoshen Yu [95] [115]
95Haitao Yu [9]
96Tiejun Yu [17]
97Yijun Yu [17] [40]
98Aimee K. Zaas [82] [84] [114]
99XianXing Zhang [101]
100XianYing Zhang [99]
101Yan Zhang [9] [18]
102Zhiqin Zhao [26]
103Mingyuan Zhou [70] [85] [89] [103] [106] [109] [111] [112] [113]
104Xianyang Zhu [16]

Colors in the list of coauthors

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