Concepedia

Michael C. Hughes

MC

Statistics

Publications

52

Citations

1.8K

H-Index

27

Active since

1970

Affiliations

Tufts University(Current)

Syracuse University

Massachusetts Institute of Technology

Harvard University Press

Harvard University

Michael C. Hughes is an author at Tufts University specializing in computing, machine learning, and natural sciences.

Publications per year

1970–2024

52

Publications

52

MIMIC-Extract

Shirly Wang, Matthew B. A. McDermott, Geeticka Chauhan et al. · 2020 · 142 citations

Computing, Data Science, Health Informatics +17

Bayesian Statistics for Social Scientists.

Michael C. Hughes, Lawrence D. Phillips · Operational Research Quarterly (1970-1977) · 1975 · 130 citations

Natural Sciences, Mathematics, Bayesian Data Analysis +10

Beyond Sparsity: Tree Regularization of Deep Models for Interpretability

Mike Wu, Michael C. Hughes, Sonali Parbhoo et al. · arXiv (Cornell University) · 2017 · 103 citations · Full text

Computing, Computer Science, Data Science +17

Joint modeling of multiple time series via the beta process with application to motion capture segmentation

Emily B. Fox, Michael C. Hughes, Erik B. Sudderth et al. · The Annals of Applied Statistics · 2014 · 99 citations · Full text

Computing, Data Science, Computer Vision +16

Memoized Online Variational Inference for Dirichlet Process Mixture Models

Michael C. Hughes, Erik B. Sudderth · 2013 · 76 citations

Computing, Computer Science, Machine Learning +16

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