Paper-Conference

Credal Sum-Product Networks

Jan 1, 2017
Closed-Form Solutions in Learning Probabilistic Logic Programs by Exact Score Maximization

Jan 1, 2017
Approximation Complexity of Maximum A Posteriori Inference in Sum-Product Networks

Jan 1, 2017
The Well-Founded Semantics of Cyclic Probabilistic Logic Programs

Jan 1, 2016
The structure and complexity of credal semantics

Jan 1, 2016
The Effect of Combination Functions on the Complexity of Relational Bayesian Networks

Jan 1, 2016
Probabilistic Graphical Models Specified by Probabilistic Logic Programs: Semantics and Complexity

Jan 1, 2016
Markov Decision Processes Specified by Probabilistic Logic Programming: Representation and Solution

Jan 1, 2016
Improving Acyclic Selection Order-Based Bayesian Network Structure Learning

Jan 1, 2016
The Complexity of Plate Probabilistic Models

Jan 1, 2015