Thomas P. Minka
Baker Engineering (United States)(US)Carnegie Mellon University(US)
Publications by Year
Research Areas
Image Retrieval and Classification Techniques, Gaussian Processes and Bayesian Inference, Advanced Image and Video Retrieval Techniques, Machine Learning and Algorithms, Bayesian Methods and Mixture Models
Most-Cited Works
- → Expectation Propagation for approximate Bayesian inference(2013)1,457 cited
- A family of algorithms for approximate bayesian inference(2001)
- → Object categorization by learned universal visual dictionary(2005)837 cited
- Estimating a Dirichlet Distribution(2000)
- → The Bayesian image retrieval system, PicHunter: theory, implementation, and psychophysical experiments(2000)721 cited
- → A Useful Distribution for Fitting Discrete Data: Revival of the Conway–Maxwell–Poisson Distribution(2004)564 cited
- → Cosegmentation of Image Pairs by Histogram Matching - Incorporating a Global Constraint into MRFs(2006)546 cited
- Automatic Choice of Dimensionality for PCA(2000)
- Divergence measures and message passing(2005)