David B. Dunson

	2012
33		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)
32		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)
31		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)
30		Alona Fyshe, Emily B. Fox, David B. Dunson, Tom M. Mitchell: Hierarchical Latent Dictionaries for Models of Brain Activation. Journal of Machine Learning Research - Proceedings Track 22: 409-421 (2012)
	2011
29		Mingyuan Zhou, Hongxia Yang, Guillermo Sapiro, David B. Dunson, Lawrence Carin: Covariate-dependent dictionary learning and sparse coding. ICASSP 2011: 5824-5827
28		Lauren Hannah, David B. Dunson: Approximate Dynamic Programming for Storage Problems. ICML 2011: 337-344
27		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
26		Haojun Chen, David B. Dunson, Lawrence Carin: Topic Modeling with Nonparametric Markov Tree. ICML 2011: 377-384
25		XianXing Zhang, David B. Dunson, Lawrence Carin: Tree-Structured Infinite Sparse Factor Model. ICML 2011: 785-792
24		XianYing Zhang, David B. Dunson, Lawrence Carin: Hierarchical Topic Modeling for Analysis of Time-Evolving Personal Choices. NIPS 2011: 1395-1403
23		Artin Armagan, David B. Dunson, Merlise Clyde: Generalized Beta Mixtures of Gaussians. NIPS 2011: 523-531
22		Lu Ren, Yingjian Wang, David B. Dunson, Lawrence Carin: The Kernel Beta Process. NIPS 2011: 963-971
21		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)
20		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)
19		Lu Ren, Lan Du, Lawrence Carin, David B. Dunson: Logistic Stick-Breaking Process. Journal of Machine Learning Research 12: 203-239 (2011)
18		Geoffrey J. Gordon, David B. Dunson: Preface. Journal of Machine Learning Research - Proceedings Track 15: 1-2 (2011)
17		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)
16		Chuanhua Xing, David B. Dunson: Bayesian Inference for Genomic Data Integration Reduces Misclassification Rate in Predicting Protein-Protein Interactions. PLoS Computational Biology 7(7): (2011)
	2010
15		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
14		Bo 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)
13		Mingan Yang, David B. Dunson, Donna Baird: Semiparametric Bayes hierarchical models with mean and variance constraints. Computational Statistics & Data Analysis 54(9): 2172-2186 (2010)
12		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)
11		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)
	2009
10		Chunping Wang, Qi An, Lawrence Carin, David B. Dunson: Multi-task classification with infinite local experts. ICASSP 2009: 1569-1572
9		Lu Ren, David B. Dunson, Scott Lindroth, Lawrence Carin: Music analysis with a Bayesian dynamic model. ICASSP 2009: 1681-1684
8		Lan Du, Lu Ren, David B. Dunson, Lawrence Carin: A Bayesian Model for Simultaneous Image Clustering, Annotation and Object Segmentation. NIPS 2009: 486-494
7		Shihao Ji, David B. Dunson, Lawrence Carin: Multitask Compressive Sensing. IEEE Transactions on Signal Processing 57(1): 92-106 (2009)
	2008
6		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
5		Yuting Qi, Dehong Liu, David B. Dunson, Lawrence Carin: Multi-task compressive sensing with Dirichlet process priors. ICML 2008: 768-775
4		Lu Ren, David B. Dunson, Lawrence Carin: The dynamic hierarchical Dirichlet process. ICML 2008: 824-831
3		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)
	2007
2		Ya Xue, David B. Dunson, Lawrence Carin: The matrix stick-breaking process for flexible multi-task learning. ICML 2007: 1063-1070
1		Kai Ni, Lawrence Carin, David B. Dunson: Multi-task learning for sequential data via iHMMs and the nested Dirichlet process. ICML 2007: 689-696

Coauthor Index

1	Qi An	[6] [10]
2	Artin Armagan	[23]
3	Donna Baird	[13]
4	Richard G. Baraniuk	[21]
5	Lawrence Carin	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [14] [15] [17] [19] [20] [21] [22] [24] [25] [26] [27] [29] [31] [32] [33]
6	Volkan Cevher	[21]
7	Bo Chen	[14] [27]
8	Haojun Chen	[26] [32]
9	Minhua Chen	[12] [14] [20] [33]
10	Merlise Clyde	[23]
11	Lan Du	[8] [19]
12	Emily B. Fox	[30]
13	Alona Fyshe	[30]
14	Geoffrey S. Ginsburg	[14] [33]
15	Geoffrey J. Gordon	[18]
16	Lauren Hannah	[28] [31]
17	Ricardo Henao	[33]
18	Alfred Hero	[14]
19	Alfred O. Hero III (Alfred O. Hero)	[33]
20	Shihao Ji	[7]
21	Michael I. Jordan	[21]
22	Lingbo Li	[32]
23	Xuejun Liao	[11]
24	Scott Lindroth	[9]
25	Dehong Liu	[5] [15]
26	Joseph E. Lucas	[14] [33]
27	Tom M. Mitchell	[30]
28	Kai Ni	[1] [3]
29	John William Paisley	[3] [12] [14] [20] [32]
30	Gungor Polatkan	[27]
31	Yuting Qi	[5]
32	Lu Ren	[4] [8] [9] [19] [22] [32]
33	Guillermo Sapiro	[17] [21] [27] [29] [32]
34	Ivo Shterev	[6]
35	Jorge Silva	[12] [15] [20]
36	Arnau Tibau-Piug	[33]
37	Michael B. Wakin	[21]
38	Chunping Wang	[6] [10] [11] [12] [20]
39	Eric Wang	[6] [15]
40	Yingjian Wang	[22]
41	Christopher W. Woods	[14] [33]
42	Chuanhua Xing	[16]
43	Zhengming Xing	[32]
44	Ya Xue	[2]
45	Hongxia Yang	[17] [29]
46	Mingan Yang	[13]
47	Aimee K. Zaas	[14] [33]
48	XianXing Zhang	[25]
49	XianYing Zhang	[24]
50	Mingyuan Zhou	[17] [29] [31] [32]

Colors in the list of coauthors

Last update Tue May 29 20:41:18 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page