Article-Journal

The complexity of Bayesian networks specified by propositional and relational languages

Jan 1, 2018

Robustifying sum-product networks

Jan 1, 2018

The effect of combination functions on the complexity of relational Bayesian networks

Jan 1, 2017

On the Semantics and Complexity of Probabilistic Logic Programs

Jan 1, 2017

On the complexity of propositional and relational credal networks

Jan 1, 2017

Hidden Markov models with set-valued parameters

Jan 1, 2016

Fast local search methods for solving limited memory influence diagrams

Jan 1, 2016

Equivalences between maximum a posteriori inference in Bayesian networks and maximum expected utility computation in influence diagrams

Jan 1, 2016

Better Initialization Heuristics for Order-based Bayesian Network Structure Learning

Jan 1, 2016

Probabilistic Inference in Credal Networks: New Complexity Results

Jan 1, 2014