Concepedia

Thomas P. Minka

TP

39

Publications

9K

Citations

30

H-Index

1995

Active since

Affiliations

Carnegie Mellon University(Current)

Massachusetts Institute of Technology

Microsoft Research (United Kingdom)

Microsoft (United States)

University of Maryland, College Park

Thomas P. Minka is an author at Carnegie Mellon University specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningPattern RecognitionStatistical InferenceKnowledge DiscoveryImage AnalysisStatisticsComputer Vision

Publications per year

1995–2018

39

Publications

39

Expectation Propagation for approximate Bayesian inference

Thomas P. Minka · arXiv (Cornell University) · 2013 · 1.5K citations · Full text

Bayesian Statistic, Engineering, Machine Learning +16

Object categorization by learned universal visual dictionary

John Winn, Antonio Criminisi, Thomas P. Minka · 2005 · 837 citations

Engineering, Machine Learning, Object Categorization +17

Estimating a Dirichlet Distribution

Thomas P. Minka · 2000 · 778 citations

The Bayesian image retrieval system, PicHunter: theory, implementation, and psychophysical experiments

Ingemar J. Cox, Matthew L. Miller, Thomas P. Minka et al. · IEEE Transactions on Image Processing · 2000 · 721 citations

A Useful Distribution for Fitting Discrete Data: Revival of the Conway–Maxwell–Poisson Distribution

Galit Shmueli, Thomas P. Minka, Joseph B. Kadane et al. · Journal of the Royal Statistical Society Series C (Applied Statistics) · 2004 · 558 citations · Full text

Bayesian Statistic, Count Data, Engineering +19

Rows per page

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