| 2024 | KR | dPASP: A Probabilistic Logic Programming Environment For Neurosymbolic Learning and Reasoning. | Renato Lui Geh, Jonas Gonalves, Igor Cataneo Silveira, Denis Deratani Mau, Fbio G. Cozman |
| 2023 | EPIA | Assessing Good, Bad and Ugly Arguments Generated by ChatGPT: a New Dataset, its Methodology and Associated Tasks. | Victor Hugo Nascimento Rocha, Igor Cataneo Silveira, Paulo Pirozelli, Denis Deratani Mau, Fbio Gagliardi Cozman |
| 2021 | ECSQARU | Cautious Classification with Data Missing Not at Random Using Generative Random Forests. | Julissa Villanueva Llerena, Denis Deratani Mau, Alessandro Antonucci |
| 2021 | UAI | Learning probabilistic sentential decision diagrams under logic constraints by sampling and averaging. | Renato Lui Geh, Denis Deratani Mau |
| 2020 | AAAI | Efficient Predictive Uncertainty Estimators for Deep Probabilistic Models. | Julissa Villanueva Llerena, Denis Deratani Mau |
| 2019 | AAAI | Deep Reactive Policies for Planning in Stochastic Nonlinear Domains. | Thiago Pereira Bueno, Leliane N. de Barros, Denis Deratani Mau, Scott Sanner |
| 2018 | IJCAI | The Finite Model Theory of Bayesian Networks: Descriptive Complexity. | Fbio Gagliardi Cozman, Denis Deratani Mau |
| 2017 | ECSQARU | The Descriptive Complexity of Bayesian Network Specifications. | Fbio Gagliardi Cozman, Denis Deratani Mau |
| 2017 | ECSQARU | The Complexity of Inferences and Explanations in Probabilistic Logic Programming. | Fbio Gagliardi Cozman, Denis Deratani Mau |
| 2017 | UAI | Approximation Complexity of Maximum A Posteriori Inference in Sum-Product Networks. | Diarmaid Conaty, Cassio P. de Campos, Denis Deratani Mau |
| 2016 | ILP | The Structure and Complexity of Credal Semantics. | Fbio Gagliardi Cozman, Denis Deratani Mau |
| 2015 | AAAI | Bayesian Networks Specified Using Propositional and Relational Constructs: Combined, Data, and Domain Complexity. | Fbio Gagliardi Cozman, Denis Deratani Mau |
| 2015 | IJCAI | The Complexity of MAP Inference in Bayesian Networks Specified Through Logical Languages. | Denis Deratani Mau, Cassio P. de Campos, Fbio Gagliardi Cozman |
| 2013 | IJCAI | An Ensemble of Bayesian Networks for Multilabel Classification. | Alessandro Antonucci, Giorgio Corani, Denis Deratani Mau, Sandra Gabaglio |
| 2013 | IJCAI | Approximation Algorithms for Max-Sum-Product Problems. | Denis Deratani Mau |
| 2013 | UAI | On the Complexity of Strong and Epistemic Credal Networks. | Denis Deratani Mau, Cassio Polpo de Campos, Alessio Benavoli, Alessandro Antonucci |
| 2012 | ICML | Anytime Marginal MAP Inference. | Denis Deratani Mau, Cassio Polpo de Campos |
| 2012 | UAI | The Complexity of Approximately Solving Influence Diagrams. | Denis Deratani Mau, Cassio Polpo de Campos, Marco Zaffalon |