Concepedia
Statistics
Publications
48
Citations
1.7K
H-Index
25
Active since
1970
Affiliations
Tufts University(Current)
Syracuse University
Harvard University Press
Massachusetts Institute of Technology
Harvard University
Michael C. Hughes is an author at Tufts University specializing in engineering, machine learning, and data science.
Top concepts
EngineeringMachine LearningData ScienceChemistryInorganic ChemistryMedicinePredictive AnalyticsStatisticsHealth InformaticsDeep Learning
Publications per year
1970–2024
MIMIC-Extract
Shirly Wang, Matthew B. A. McDermott, Geeticka Chauhan et al. · 2020 · 135 citations
Engineering, Machine Learning, Data Science +14
Bayesian Statistics for Social Scientists.
Michael C. Hughes, Lawrence D. Phillips · Operational Research Quarterly (1970-1977) · 1975 · 130 citations
Bayesian Statistic, Bayesian Statistics, Bayesian Methods +4
Beyond Sparsity: Tree Regularization of Deep Models for Interpretability
Mike Wu, Michael C. Hughes, Sonali Parbhoo et al. · arXiv (Cornell University) · 2017 · 102 citations · Full text
Natural Language Processing, Artificial Intelligence, Engineering +13
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
Engineering, Machine Learning, Beta Process +22
Memoized Online Variational Inference for Dirichlet Process Mixture Models
Michael C. Hughes, Erik B. Sudderth · 2013 · 76 citations
1–5 of 48