| 2010 | UAI | Sparse-posterior Gaussian Processes for general likelihoods. | Yuan (Alan) Qi, Ahmed H. Abdel-Gawad, Thomas P. Minka |
| 2009 | UAI | Virtual Vector Machine for Bayesian Online Classification. | Thomas P. Minka, Rongjing Xiang, Yuan (Alan) Qi |
| 2008 | CVPR | Bayesian color constancy revisited. | Peter V. Gehler, Carsten Rother, Andrew Blake, Thomas P. Minka, Toby Sharp |
| 2006 | CVPR | Principled Hybrids of Generative and Discriminative Models. | Julia A. Lasserre, Christopher M. Bishop, Thomas P. Minka |
| 2006 | CVPR | Cosegmentation of Image Pairs by Histogram Matching - Incorporating a Global Constraint into MRFs. | Carsten Rother, Thomas P. Minka, Andrew Blake, Vladimir Kolmogorov |
| 2005 | CVPR | Diagram Structure Recognition by Bayesian Conditional Random Fields. | Yuan (Alan) Qi, Martin Szummer, Thomas P. Minka |
| 2005 | ICCV | Object Categorization by Learned Universal Visual Dictionary. | John M. Winn, Antonio Criminisi, Thomas P. Minka |
| 2005 | UAI | Structured Region Graphs: Morphing EP into GBP. | Max Welling, Thomas P. Minka, Yee Whye Teh |
| 2004 | ICML | Predictive automatic relevance determination by expectation propagation. | Yuan (Alan) Qi, Thomas P. Minka, Rosalind W. Picard, Zoubin Ghahramani |
| 2002 | ICASSP | Bayesian spectrum estimation of unevenly sampled nonstationary data. | Yuan (Alan) Qi, Thomas P. Minka, Rosalind W. Picard |
| 2002 | SIGIR | Novelty and redundancy detection in adaptive filtering. | Yi Zhang, James P. Callan, Thomas P. Minka |
| 2002 | UAI | Expectation-Propogation for the Generative Aspect Model. | Thomas P. Minka, John D. Lafferty |
| 2001 | ICDAR | Document Image Decoding Using Iterated Complete Path Search with Subsampled Heuristic Scoring. | Dan S. Bloomberg, Kris Popat, Thomas P. Minka |
| 2001 | UAI | Expectation Propagation for approximate Bayesian inference. | Thomas P. Minka |
| 1998 | CVPR | An Optimized Interaction Strategy for Bayesian Relevance Feedback. | Ingemar J. Cox, Matthew L. Miller, Thomas P. Minka, Peter N. Yianilos |
| 1996 | CVPR | Interactive Learning with a "Society of Models" . | Thomas P. Minka, Rosalind W. Picard |
| 1996 | ICIP | Modeling user subjectivity in image libraries. | Rosalind W. Picard, Thomas P. Minka, Martin Szummer |