Thomas P. Minka

Baker Engineering (United States) — United States

Computer Science · Physical Sciences

31h-index10.1kcitations54works0.02yr avg
OpenAlex↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Image Retrieval and Classification Techniques(13), Gaussian Processes and Bayesian Inference(13), Advanced Image and Video Retrieval Techniques(12), Machine Learning and Algorithms(10), Bayesian Methods and Mixture Models(9)

Publications54 total

Note of correction: “Conjugate Analysis of the Conway-Maxwell-Poisson Distribution”
Bayesian Analysis·2018Open Access
Algorithms for maximum-likelihood logistic regression
Figshare·2018· 91 citedOpen Access
GroupBox: A generative model for group recommendation
KTH Publication Database DiVA (KTH Royal Institute of Technology)·2015· 5 citedOpen Access
Detecting Parameter Symmetries in Probabilistic Models
arXiv (Cornell University)·2013· 18 citedOpen Access
Expectation Propagation for approximate Bayesian inference
arXiv (Cornell University)·2013· 31 citedOpen Access
Expectation Propagation for approximate Bayesian inference
arXiv (Cornell University)·2013· 1.5k citedOpen Access
Expectation-Propogation for the Generative Aspect Model
arXiv (Cornell University)·2012· 44 citedOpen Access
Structured Region Graphs: Morphing EP into GBP
arXiv (Cornell University)·2012· 32 citedOpen Access
Virtual Vector Machine for Bayesian Online Classification
arXiv (Cornell University)·2012· 12 citedOpen Access
Sparse-posterior Gaussian Processes for general likelihoods
arXiv (Cornell University)·2012· 1 citedOpen Access
Using Computational and Mathematical Methods to Explore a New Distribution: The ν-Poisson
Figshare·2012Open Access
Sparse-posterior Gaussian processes for general likelihoods
2010· 21 cited
Variable sigma Gaussian processes: An expectation propagation perspective
arXiv (Cornell University)·2009· 1 citedOpen Access
EP: A quick reference
2008· 7 cited
Window-based expectation propagation for adaptive signal detection in flat-fading channels
IEEE Transactions on Wireless Communications·2007· 28 cited
Cosegmentation of Image Pairs by Histogram Matching - Incorporating a Global Constraint into MRFs
2006· 545 cited
Principled Hybrids of Generative and Discriminative Models
2006· 341 cited
Conjugate analysis of the Conway-Maxwell-Poisson distribution
Bayesian Analysis·2006· 100 citedOpen Access
Diagram Structure Recognition by Bayesian Conditional Random Fields
2005· 52 cited
Structured Region Graphs: Morphing EP into GBP
2005· 2 cited
page 1 of 3Next →

Frequent Co-authors

Yuan Qi(7), Rosalind W. Picard(6), Ingemar J. Cox(4), P.N. Yianilos(4), Matthew L. Miller(3), Thomas V. Papathomas(3), Joseph B. Kadane(3), Sharad Borle(3), Peter Boatwright(3), Ahmed H. Abdel-Gawad(3), Galit Shmueli(2), John Lafferty(2), Jamie Callan(2), Martin Szummer(2), Max Welling(2), Yee Whye Teh(2), Dan S. Bloomberg(2), John Winn(1), Antonio Criminisi(1), Carsten Rother(1)