Mingyuan Zhou
Mingyuan Zhou
Associate Professor, University of Texas at Austin
Verified email at mccombs.utexas.edu - Homepage
TitleCited byYear
Nonparametric Bayesian dictionary learning for analysis of noisy and incomplete images
M Zhou, H Chen, J Paisley, L Ren, L Li, Z Xing, D Dunson, G Sapiro, ...
IEEE Transactions on Image Processing 21 (1), 130-144, 2012
365*2012
Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations
M Zhou, H Chen, J Paisley, L Ren, G Sapiro, L Carin
NIPS 2009, 2009
264*2009
Beta-Negative Binomial Process and Poisson Factor Analysis
M Zhou, L Hannah, D Dunson, L Carin
AISTATS 2012, 2011
1992011
Negative binomial process count and mixture modeling
M Zhou, L Carin
IEEE Transactions on Pattern Analysis and Machine Intelligence 37 (2), 307-320, 2015
1492015
Dictionary Learning for Noisy and Incomplete Hyperspectral Images
Z Xing, M Zhou, A Castrodad, G Sapiro, L Carin
SIAM Journal on Imaging Sciences 5, 33, 2012
1122012
Infinite Edge Partition Models for Overlapping Community Detection and Link Prediction
M Zhou
AISTATS 2015, 2015
982015
Lognormal and Gamma Mixed Negative Binomial Regression
M Zhou, L Li, D Dunson, L Carin
ICML 2012, 2012
832012
Dependent hierarchical beta process for image interpolation and denoising
M Zhou, H Yang, G Sapiro, D Dunson, L Carin
AISTATS 2011, 2011
782011
A Bayesian nonparametric approach to image super-resolution
G Polatkan, M Zhou, L Carin, D Blei, I Daubechies
Pattern Analysis and Machine Intelligence, IEEE Transactions on 37 (2), 346-358, 2015
722015
The Contextual Focused Topic Model
X Chen, M Zhou, L Carin
ACM SIGKDD 2012, 2012
532012
Multichannel Electrophysiological Spike Sorting via Joint Dictionary Learning & Mixture Modeling
DE Carlson, JT Vogelstein, Q Wu, W Lian, M Zhou, CR Stoetzner, D Kipke, ...
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 61, 2014
462014
Nonparametric Bayesian matrix completion
M Zhou, C Wang, M Chen, J Paisley, D Dunson, L Carin
Proc. IEEE SAM, 2010
462010
Nonparametric Bayesian Factor Analysis for Dynamic Count Matrices
A Acharya, J Ghosh, M Zhou
AISTATS 2015, 2015
422015
Augment-and-Conquer Negative Binomial Processes
M Zhou, L Carin
NIPS 2012, 2012
422012
On the relationship of non-parametric methods for coherence function estimation
C Zheng, M Zhou, X Li
Signal Processing 88 (11), 2863-2867, 2008
412008
IBM Research TRECVID-2010 Video Copy Detection and Multimedia Event Detection System
M Hill, G Hua, A Natsev, JR Smith, L Xie, B Huang, M Merler, H Ouyang, ...
Proc. TRECVID 2010 Workshop, 2010
40*2010
Augmentable gamma belief networks
M Zhou, Y Cong, B Chen
Journal of Machine Learning Research 17 (163), 1-44, 2016
35*2016
Bayesian Poisson Tucker Decomposition for Learning the Structure of International Relations
A Schein, M Zhou, DM Blei, H Wallach
ICML 2016, 2016
342016
The Poisson gamma belief network
M Zhou, Y Cong, B Chen
NIPS 2015, 3043-3051, 2015
322015
Semi-Implicit Variational Inference
M Yin, M Zhou
ICML 2018, 2018
312018
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Articles 1–20