Antonucci, Alessandro

15 publications

UAI 2024 Knowledge Intensive Learning of Credal Networks Saurabh Mathur, Alessandro Antonucci, Sriraam Natarajan

PGM 2022 Bounding Counterfactuals Under Selection Bias Marco Zaffalon, Alessandro Antonucci, Rafael Cabañas, David Huber, Dario Azzimonti

ISIPTA 2021 CREPO: An Open Repository to Benchmark Credal Network Algorithms Rafael Cabañas, Alessandro Antonucci

ISIPTA 2021 Robust Model Checking with Imprecise Markov Reward Models Alberto Termine, Alessandro Antonucci, Alessandro Facchini, Giuseppe Primiero

PGM 2020 CREDICI: A Java Library for Causal Inference by Credal Networks Rafael Cabañas, Alessandro Antonucci, David Huber, Marco Zaffalon

PGM 2020 CREMA: A Java Library for Credal Network Inference David Huber, Rafael Cabañas, Alessandro Antonucci, Marco Zaffalon

PGM 2020 Structural Causal Models Are (Solvable by) Credal Networks Marco Zaffalon, Alessandro Antonucci, Rafael Cabañas

PGM 2020 Two Reformulation Approaches to Maximum-a-Posteriori Inference in Sum-Product Networks Denis Deratani Mauá, Heitor Ribeiro Reis, Gustavo Perez Katague, Alessandro Antonucci

ISIPTA 2019 Credal Sentential Decision Diagrams Alessandro Antonucci, Alessandro Facchini, Lilith Mattei

UAI 2018 Imaginary Kinematics Sabina Marchetti, Alessandro Antonucci

PGM 2016 Proceedings of the Eighth International Conference on Probabilistic Graphical Models Alessandro Antonucci, Giorgio Corani, Cassio Polpo Campos

NeurIPS 2014 Global Sensitivity Analysis for MAP Inference in Graphical Models Jasper De Bock, Cassio P de Campos, Alessandro Antonucci

JAIR 2014 Probabilistic Inference in Credal Networks: New Complexity Results Denis Deratani Mauá, Cassio P. de Campos, Alessio Benavoli, Alessandro Antonucci

IJCAI 2013 An Ensemble of Bayesian Networks for Multilabel Classification Alessandro Antonucci, Giorgio Corani, Denis Deratani Mauá, Sandra Gabaglio

UAI 2013 On the Complexity of Strong and Epistemic Credal Networks Denis Deratani Mauá, Cassio Polpo de Campos, Alessio Benavoli, Alessandro Antonucci