Sotabase

Career

· Senior Principal Researcher, Microsoft Research (Current)2004–
· Doctor of Philosophy - PhD Electrical engineering and computer science, Massachusetts Institute of Technology1991–2000

Publications (97)

Expectation Propagation for approximate Bayesian inference
Conference on Uncertainty in Artificial Intelligence · 2001
1,954
cited
Object categorization by learned universal visual dictionary
Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 · 2005
976
cited
Gates
Neural Information Processing Systems · 2008
941
cited
Estimating a Dirichlet distribution
2012
859
cited
The Bayesian image retrieval system, PicHunter: theory, implementation, and psychophysical experiments
IEEE Transactions on Image Processing · 2000
832
cited
TrueSkillTM: A Bayesian Skill Rating System
Neural Information Processing Systems · 2006
706
cited
Automatic Choice of Dimensionality for PCA
Neural Information Processing Systems · 2000
646
cited
Divergence measures and message passing
2005
642
cited
A useful distribution for fitting discrete data: revival of the Conway–Maxwell–Poisson distribution
2005
609
cited
Cosegmentation of Image Pairs by Histogram Matching - Incorporating a Global Constraint into MRFs
Computer Vision and Pattern Recognition · 2006
595
cited
Expectation-Propogation for the Generative Aspect Model
Conference on Uncertainty in Artificial Intelligence · 2002
577
cited
You are facing the Mona Lisa: spot localization using PHY layer information
ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services · 2012
553
cited
Novelty and redundancy detection in adaptive filtering
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval · 2002
512
cited
Bayesian color constancy revisited
2008 IEEE Conference on Computer Vision and Pattern Recognition · 2008
445
cited
A* Sampling
Neural Information Processing Systems · 2014
417
cited
SoftRank: optimizing non-smooth rank metrics
Web Search and Data Mining · 2008
396
cited
Principled Hybrids of Generative and Discriminative Models
Computer Vision and Pattern Recognition · 2006
390
cited
Interactive learning with a "Society of Models"
Proceedings CVPR IEEE Computer Society Conference on Computer Vision and Pattern Recognition · 1996
387
cited
Interactive Learning Using a "Society of Models"
Computer Vision and Pattern Recognition · 2017
310
cited
A comparison of numerical optimizers for logistic regression
2004
292
cited
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