Thomas P. Minka

Publication Activity (10 Years)

Years Active: 1995-2013
Publications (10 Years): 0

Top Venues

CoRR

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Thomas P. Minka
Expectation Propagation for approximate Bayesian inference CoRR (2013)
Thomas P. Minka, John D. Lafferty
Expectation-Propogation for the Generative Aspect Model CoRR (2013)
Yuan (Alan) Qi, Ahmed H. Abdel-Gawad, Thomas P. Minka
Sparse-posterior Gaussian Processes for general likelihoods CoRR (2012)
Max Welling, Thomas P. Minka, Yee Whye Teh
Structured Region Graphs: Morphing EP into GBP CoRR (2012)
Thomas P. Minka, Rongjing Xiang, Yuan (Alan) Qi
Virtual Vector Machine for Bayesian Online Classification CoRR (2012)
Yuan (Alan) Qi, Ahmed H. Abdel-Gawad, Thomas P. Minka
Sparse-posterior Gaussian Processes for general likelihoods. UAI (2010)
Yuan (Alan) Qi, Ahmed H. Abdel-Gawad, Thomas P. Minka
Variable sigma Gaussian processes: An expectation propagation perspective CoRR (2009)
Thomas P. Minka, Rongjing Xiang, Yuan (Alan) Qi
Virtual Vector Machine for Bayesian Online Classification. UAI (2009)
Peter V. Gehler, Carsten Rother, Andrew Blake, Thomas P. Minka, Toby Sharp
Bayesian color constancy revisited. CVPR (2008)
Yuan (Alan) Qi, Thomas P. Minka
Window-based expectation propagation for adaptive signal detection in flat-fading channels. IEEE Trans. Wirel. Commun. 6 (1) (2007)
Carsten Rother, Thomas P. Minka, Andrew Blake, Vladimir Kolmogorov
Cosegmentation of Image Pairs by Histogram Matching - Incorporating a Global Constraint into MRFs. CVPR (1) (2006)
Julia A. Lasserre, Christopher M. Bishop, Thomas P. Minka
Principled Hybrids of Generative and Discriminative Models. CVPR (1) (2006)
John M. Winn, Antonio Criminisi, Thomas P. Minka
Object Categorization by Learned Universal Visual Dictionary. ICCV (2005)
Yuan (Alan) Qi, Martin Szummer, Thomas P. Minka
Diagram Structure Recognition by Bayesian Conditional Random Fields. CVPR (2) (2005)
Max Welling, Thomas P. Minka, Yee Whye Teh
Structured Region Graphs: Morphing EP into GBP. UAI (2005)
Yuan (Alan) Qi, Thomas P. Minka, Rosalind W. Picard, Zoubin Ghahramani
Predictive automatic relevance determination by expectation propagation. ICML (2004)
Thomas P. Minka, Yuan (Alan) Qi
Tree-structured Approximations by Expectation Propagation. NIPS (2003)
Charles R. Rosenberg, Thomas P. Minka, Alok Ladsariya
Bayesian Color Constancy with Non-Gaussian Models. NIPS (2003)
Yuan (Alan) Qi, Thomas P. Minka, Rosalind W. Picard
Bayesian spectrum estimation of unevenly sampled nonstationary data. ICASSP (2002)
Thomas P. Minka, John D. Lafferty
Expectation-Propogation for the Generative Aspect Model. UAI (2002)
Yi Zhang, James P. Callan, Thomas P. Minka
Novelty and redundancy detection in adaptive filtering. SIGIR (2002)
Thomas P. Minka
Expectation Propagation for approximate Bayesian inference. UAI (2001)
Thomas P. Minka, Dan S. Bloomberg, Kris Popat
Document image decoding using iterated complete path search. Document Recognition and Retrieval (2001)
Thomas V. Papathomas, Ingemar J. Cox, Peter N. Yianilos, Matthew L. Miller, Thomas P. Minka, Tiffany E. Conway, Joumana Ghosn
Psychophysical experiments on the PicHunter image retrieval system. J. Electronic Imaging 10 (1) (2001)
Dan S. Bloomberg, Kris Popat, Thomas P. Minka
Document Image Decoding Using Iterated Complete Path Search with Subsampled Heuristic Scoring. ICDAR (2001)
Thomas P. Minka
Automatic Choice of Dimensionality for PCA. NIPS (2000)
Ingemar J. Cox, Matthew L. Miller, Thomas P. Minka, Thomas V. Papathomas, Peter N. Yianilos
The Bayesian image retrieval system, PicHunter: theory, implementation, and psychophysical experiments. IEEE Trans. Image Process. 9 (1) (2000)
Ingemar J. Cox, Matthew L. Miller, Thomas P. Minka, Thomas V. Papathomas, Peter N. Yianilos
Correction to "the Bayesian image retrieval system, pichunter: theory, implementation, and psychophysical experiments". IEEE Trans. Image Process. 9 (3) (2000)
Thomas V. Papathomas, Tiffany E. Conway, Ingemar J. Cox, Joumana Ghosn, Matthew L. Miller, Thomas P. Minka, Peter N. Yianilos
Psychophysical studies of the performance of an image database retrieval system. Human Vision and Electronic Imaging (1998)
Ingemar J. Cox, Matthew L. Miller, Thomas P. Minka, Peter N. Yianilos
An Optimized Interaction Strategy for Bayesian Relevance Feedback. CVPR (1998)
Thomas P. Minka, Rosalind W. Picard
Interactive learning with a "society of models". Pattern Recognit. 30 (4) (1997)
Thomas P. Minka, Rosalind W. Picard
Interactive Learning with a "Society of Models" . CVPR (1996)
Rosalind W. Picard, Thomas P. Minka, Martin Szummer
Modeling user subjectivity in image libraries. ICIP (2) (1996)
Rosalind W. Picard, Thomas P. Minka
Vision Texture for Annotation. Multim. Syst. 3 (1) (1995)

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Publication Activity (10 Years)

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Thomas P. Minka