Valtorta, Marco

14 publications

JAIR 2020 AMP Chain Graphs: Minimal Separators and Structure Learning Algorithms Mohammad Ali Javidian, Marco Valtorta, Pooyan Jamshidi

UAI 2020 Learning LWF Chain Graphs: A Markov Blanket Discovery Approach Mohammad Ali Javidian, Marco Valtorta, Pooyan Jamshidi

PGM 2018 Finding Minimal Separators in LWF Chain Graphs Mohammad Ali Javidian, Marco Valtorta

AAAI 2011 A Framework for Integration of Logical and Probabilistic Knowledge Jingsong Wang, Marco Valtorta

AAAI 2006 Identifiability in Causal Bayesian Networks: A Sound and Complete Algorithm Yimin Huang, Marco Valtorta

UAI 2006 Pearl's Calculus of Intervention Is Complete Yimin Huang, Marco Valtorta

UAI 1998 A Hybrid Algorithm to Compute Marginal and Joint Beliefs in Bayesian Networks and Its Complexity Mark Bloemeke, Marco Valtorta

UAI 1995 On the Detection of Conflicts in Diagnostic Bayesian Networks Using Abstraction Young-Gyun Kim, Marco Valtorta

UAI 1993 An Algorithm for the Construction of Bayesian Network Structures from Data Moninder Singh, Marco Valtorta

ICML 1991 Revision of Reduced Theories Xiaofeng Ling, Marco Valtorta

ICML 1990 More Results on the Complexity of Knowledge Base Refinement: Belief Networks Marco Valtorta

ICML 1989 Some Results on the Complexity of Knowledge-Based Refinement Marco Valtorta

IJCAI 1983 A Result on the Computational Complexity of Heuristic Estimates for the A* Algorithm Marco Valtorta

IJCAI 1983 Detecting Ambiguity: An Example in Knowledge Evaluation Donald W. Loveland, Marco Valtorta