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John W. Paisley
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Publications
- 2012
- [j9]Mingyuan Zhou, Haojun Chen, John W. 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 Trans. Image Process. 21(1): 130-144 (2012) - 2011
- [j8]Minhua Chen, Jorge G. Silva, John W. 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 Trans. Signal Process. 59(3): 1329 (2011) - [c11]John W. Paisley, Lawrence Carin, David M. Blei:
Variational Inference for Stick-Breaking Beta Process Priors. ICML 2011: 889-896 - 2010
- [j7]Bo Chen, Minhua Chen, John W. Paisley, Aimee K. Zaas, Christopher W. Woods, Geoffrey S. Ginsburg, Alfred O. Hero III, 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 Bioinform. 11: 552 (2010) - [j6]Iulian Pruteanu-Malinici, Lu Ren, John W. 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) - [j5]John W. Paisley, Xuejun Liao, Lawrence Carin:
Active learning and basis selection for kernel-based linear models: a Bayesian perspective. IEEE Trans. Signal Process. 58(5): 2686-2700 (2010) - [j4]Minhua Chen, Jorge G. Silva, John W. Paisley, Chunping Wang, David B. Dunson, Lawrence Carin:
Compressive Sensing on Manifolds Using a Nonparametric Mixture of Factor Analyzers: Algorithm and Performance Bounds. IEEE Trans. Signal Process. 58(12): 6140-6155 (2010) - [c8]Bo Chen, John W. Paisley, Lawrence Carin:
Sparse linear regression with beta process priors. ICASSP 2010: 1234-1237 - [c7]John W. Paisley, Lawrence Carin:
A nonparametric Bayesian model for kernel matrix completion. ICASSP 2010: 2090-2093 - [c6]John W. 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 - [c5]John W. Paisley, Aimee K. Zaas, Christopher W. Woods, Geoffrey S. Ginsburg, Lawrence Carin:
A Stick-Breaking Construction of the Beta Process. ICML 2010: 847-854 - 2009
- [j3]John W. Paisley, Lawrence Carin:
Hidden Markov models with stick-breaking priors. IEEE Trans. Signal Process. 57(10): 3905-3917 (2009) - [c4]John W. Paisley, Lawrence Carin:
Dirichlet process mixture models with multiple modalities. ICASSP 2009: 1613-1616 - [c3]John W. Paisley, Lawrence Carin:
Nonparametric factor analysis with beta process priors. ICML 2009: 777-784 - [c2]Mingyuan Zhou, Haojun Chen, John W. Paisley, Lu Ren, Guillermo Sapiro, Lawrence Carin:
Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations. NIPS 2009: 2295-2303 - 2008
- [j2]Kai Ni, John W. Paisley, Lawrence Carin, David B. Dunson:
Multi-Task Learning for Analyzing and Sorting Large Databases of Sequential Data. IEEE Trans. Signal Process. 56(8-2): 3918-3931 (2008) - 2007
- [j1]Yuting Qi, John William Paisley, Lawrence Carin:
Music Analysis Using Hidden Markov Mixture Models. IEEE Trans. Signal Process. 55(11): 5209-5224 (2007) - [c1]Yuting Qi, John William Paisley, Lawrence Carin:
Dirichlet Process HMM Mixture Models with Application to Music Analysis. ICASSP (2) 2007: 465-468
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