| 2026 | WWW | ARC: A Tool to Rate AI Models for Robustness Through a Causal Lens for Enabling Trustworthy Model Selection. | Kausik Lakkaraju, Siva Likitha Valluru, Biplav Srivastava, Marco Valtorta |
| 2021 | FlAIRS | Deadlock-Free Online Plan Repair in Multi-robot Coordination with Disturbances. | Adem Coskun, Jason M. O'Kane, Marco Valtorta |
| 2021 | FlAIRS | An Order-Independent Algorithm for Learning Chain Graphs. | Mohammad Ali Javidian, Marco Valtorta, Pooyan Jamshidi |
| 2020 | UAI | Learning LWF Chain Graphs: A Markov Blanket Discovery Approach. | Mohammad Ali Javidian, Marco Valtorta, Pooyan Jamshidi |
| 2019 | DBSEC | Detecting Adversarial Attacks in the Context of Bayesian Networks. | Emad Alsuwat, Hatim Alsuwat, John R. Rose, Marco Valtorta, Csilla Farkas |
| 2019 | IC3K | Modeling Concept Drift in the Context of Discrete Bayesian Networks. | Hatim Alsuwat, Emad Alsuwat, Marco Valtorta, John R. Rose, Csilla Farkas |
| 2012 | ICTAI | Using Relative Classification Probability to Increase Accuracy of Restricted Structure Bayesian Network Classifiers. | Jingsong Wang, Marco Valtorta |
| 2011 | AAAI | A Framework for Integration of Logical and Probabilistic Knowledge. | Jingsong Wang, Marco Valtorta |
| 2006 | AAAI | Identifiability in Causal Bayesian Networks: A Sound and Complete Algorithm. | Yimin Huang, Marco Valtorta |
| 2006 | UAI | Pearl's Calculus of Intervention Is Complete. | Yimin Huang, Marco Valtorta |
| 1998 | UAI | A Hybrid Algorithm to Compute Marginal and Joint Beliefs in Bayesian Networks and Its Complexity. | Mark Bloemeke, Marco Valtorta |
| 1995 | UAI | On the Detection of Conflicts in Diagnostic Bayesian Networks Using Abstraction. | Young-Gyun Kim, Marco Valtorta |
| 1993 | UAI | An Algorithm for the Construction of Bayesian Network Structures from Data. | Moninder Singh, Marco Valtorta |
| 1992 | SAC | On the conversion of rule bases into belief networks. | Shijie Wang, Marco Valtorta |
| 1991 | ICML | Revision of Reduced Theories. | Xiaofeng Ling, Marco Valtorta |
| 1990 | ICML | More Results on the Complexity of Knowledge Base Refinement: Belief Networks. | Marco Valtorta |
| 1989 | ICML | Some Results on the Complexity of Knowledge-Based Refinement. | Marco Valtorta |
| 1988 | ECAI | Automating Rule Strengths in Expert Systems. | Marco Valtorta |
| 1983 | IJCAI | Detecting Ambiguity: An Example in Knowledge Evaluation. | Donald W. Loveland, Marco Valtorta |
| 1983 | IJCAI | A Result on the Computational Complexity of Heuristic Estimates for the A* Algorithm. | Marco Valtorta |