John William Paisley

Department of Electrical Engineering and Computer Science, University of California, Berkeley

	2012
20		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)
19		John William Paisley, David M. Blei, Michael I. Jordan: Stick-Breaking Beta Processes and the Poisson Process. Journal of Machine Learning Research - Proceedings Track 22: 850-858 (2012)
	2011
18		John William Paisley, Lawrence Carin, David M. Blei: Variational Inference for Stick-Breaking Beta Process Priors. ICML 2011: 889-896
17		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)
16		John William Paisley, Chong Wang, David M. Blei: The Discrete Infinite Logistic Normal Distribution for Mixed-Membership Modeling. Journal of Machine Learning Research - Proceedings Track 15: 74-82 (2011)
15		Chong Wang, John William Paisley, David M. Blei: Online Variational Inference for the Hierarchical Dirichlet Process. Journal of Machine Learning Research - Proceedings Track 15: 752-760 (2011)
	2010
14		Bo Chen, John William Paisley, Lawrence Carin: Sparse linear regression with beta process priors. ICASSP 2010: 1234-1237
13		John William Paisley, Lawrence Carin: A nonparametric Bayesian model for kernel matrix completion. ICASSP 2010: 2090-2093
12		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
11		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
10		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)
9		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)
8		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)
7		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)
	2009
6		John William Paisley, Lawrence Carin: Dirichlet process mixture models with multiple modalities. ICASSP 2009: 1613-1616
5		John William Paisley, Lawrence Carin: Nonparametric factor analysis with beta process priors. ICML 2009: 98
4		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
3		John William Paisley, Lawrence Carin: Hidden Markov models with stick-breaking priors. IEEE Transactions on Signal Processing 57(10): 3905-3917 (2009)
	2008
2		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
1		Yuting Qi, John William Paisley, Lawrence Carin: Music Analysis Using Hidden Markov Mixture Models. IEEE Transactions on Signal Processing 55(11): 5209-5224 (2007)

Coauthor Index

1	David M. Blei	[15] [16] [18] [19]
2	Lawrence Carin	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [13] [14] [17] [18] [20]
3	Bo Chen	[10] [14]
4	Haojun Chen	[4] [20]
5	Minhua Chen	[8] [10] [17]
6	David B. Dunson	[2] [8] [10] [17] [20]
7	Geoffrey S. Ginsburg	[10] [11]
8	Alfred Hero	[10]
9	Michael I. Jordan	[19]
10	Lingbo Li	[20]
11	Xuejun Liao	[7]
12	Joseph E. Lucas	[10]
13	Kai Ni	[2]
14	Iulian Pruteanu-Malinici	[9]
15	Yuting Qi	[1]
16	Lu Ren	[4] [9] [20]
17	Guillermo Sapiro	[4] [12] [20]
18	Jorge Silva	[8] [17]
19	Chong Wang	[15] [16]
20	Chunping Wang	[8] [17]
21	Eric Wang	[9]
22	Christopher W. Woods	[10] [11]
23	Zhengming Xing	[20]
24	Aimee K. Zaas	[10] [11]
25	Mingyuan Zhou	[4] [12] [20]

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