Concepedia

Mingyuan Zhou

MZ

100

Publications

4.6K

Citations

37

H-Index

1988

Active since

Affiliations

The University of Texas at Austin(Current)

Duke University

Xidian University

Texas A&M University

Columbia University

Mingyuan Zhou is an author at The University of Texas at Austin specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningComputer ScienceStatisticsDeep LearningStatistical InferenceKnowledge DiscoveryPattern RecognitionSupervised Learning

Publications per year

1988–2024

100

Publications

100

Nonparametric Bayesian Dictionary Learning for Analysis of Noisy and Incomplete Images

Mingyuan Zhou, Haojun Chen, John Paisley et al. · IEEE Transactions on Image Processing · 2011 · 384 citations · Full text

Nonparametric Bayesian Methods, Engineering, Machine Learning +20

Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States

Estee Y. Cramer, Evan L Ray, Velma K. Lopez et al. · Proceedings of the National Academy of Sciences · 2022 · 296 citations · Full text

Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations

Mingyuan Zhou, Haojun Chen, Lu Ren et al. · 2009 · 214 citations

Negative Binomial Process Count and Mixture Modeling

Mingyuan Zhou, Lawrence Carin · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013 · 202 citations

Mixture Distribution, Engineering, Data Science +9

Beta-Negative Binomial Process and Poisson Factor Analysis

Mingyuan Zhou, Lauren A. Hannah, David B. Dunson et al. · arXiv (Cornell University) · 2011 · 192 citations · Full text

Bnb Process, Data Augmentation, Bayesian Statistic +12

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