Uncertainty in Artificial Intelligence
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Michael Kearns
AT&T Bell Labora
Contact Information
Email : mkearns@research.att.com
Mailing Address
Florham Park,  NJ 
Publications in UAI

UAI-2012
:: Budget Optimization for Sponsored Search: Censored Learning in MDPs

UAI-2011
:: Graphical Models for Bandit Problems

UAI-2009
:: Censored Exploration and the Dark Pool Problem

UAI-2002
:: Efficient Nash Computation in Large Population Games with Bounded Influence

UAI-2001
:: Graphical Models for Game Theory

UAI-2000
:: Fast Planning in Stochastic Games
:: Nash Convergence of Gradient Dynamics in Iterated General-Sum Games

UAI-1998
:: Exact Inference of Hidden Structure from Sample Data in Noisy-OR Networks
:: Large Deviation Methods for Approximate Probabilistic Inference

UAI-1997
:: An Information-Theoretic Analysis of Hard and Soft Assignment Methods for Clustering


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