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04/10/2016
Correlated Equilibria for Approximate Variational Inference in MRFs
Almost all of the work in graphical models for game theory has mirrored ...
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05/26/2015
Some Open Problems in Optimal AdaBoost and Decision Stumps
The significance of the study of the theoretical and practical propertie...
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05/06/2015
Graphical Potential Games
Potential games, originally introduced in the early 1990's by Lloyd Shap...
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11/12/2014
On Sparse Discretization for Graphical Games
This short paper concerns discretization schemes for representing and co...
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01/23/2013
Accelerating EM: An Empirical Study
Many applications require that we learn the parameters of a model from d...
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01/16/2013
Adaptive Importance Sampling for Estimation in Structured Domains
Sampling is an important tool for estimating large, complex sums and int...
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01/10/2013
Value-Directed Sampling Methods for POMDPs
We consider the problem of approximate belief-state monitoring using par...
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12/05/2012