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A Tractable Class of Model Counting Problems

Jan 1, 2015

Trading off Speed and Accuracy in Multilabel Classification

Jan 1, 2014

Speeding Up k-Neighborhood Local Search in Limited Memory Influence Diagrams

Jan 1, 2014

Equivalences between Maximum a Posteriori Inference in Bayesian Networks and Maximum Expected Utility Computation in Influence Diagrams

Jan 1, 2014

Algorithms for Hidden Markov Models With Imprecisely Specified Parameters

Jan 1, 2014

Advances in Learning Bayesian Networks of Bounded Treewidth

Jan 1, 2014

On the Complexity of Strong and Epistemic Credal Networks

Jan 1, 2013

An Ensemble of Bayesian Networks for Multilabel Classification

Jan 1, 2013

The Complexity of Approximately Solving Influence Diagrams

Jan 1, 2012

Anytime Marginal MAP Inference

Jan 1, 2012