Diligenti, Michelangelo

13 publications

IJCAI 2025 Grounding Methods for Neural-Symbolic AI Rodrigo Castellano Ontiveros, Francesco Giannini, Marco Gori, Giuseppe Marra, Michelangelo Diligenti

NeurIPS 2024 Interpretable Concept-Based Memory Reasoning David Debot, Pietro Barbiero, Francesco Giannini, Gabriele Ciravegna, Michelangelo Diligenti, Giuseppe Marra

NeurIPS 2024 Relational Concept Bottleneck Models Pietro Barbiero, Francesco Giannini, Gabriele Ciravegna, Michelangelo Diligenti, Giuseppe Marra

NeurIPS 2022 Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off Mateo Espinosa Zarlenga, Pietro Barbiero, Gabriele Ciravegna, Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Zohreh Shams, Frederic Precioso, Stefano Melacci, Adrian Weller, Pietro Lió, Mateja Jamnik

IJCAI 2021 Contrastive Losses and Solution Caching for Predict-and-Optimize Maxime Mulamba, Jayanta Mandi, Michelangelo Diligenti, Michele Lombardi, Victor Bucarey, Tias Guns

ECML-PKDD 2019 Integrating Learning and Reasoning with Deep Logic Models Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Marco Gori

ECML-PKDD 2019 LYRICS: A General Interface Layer to Integrate Logic Inference and Deep Learning Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Marco Gori

AAAI 2018 Characterization of the Convex Łukasiewicz Fragment for Learning from Constraints Francesco Giannini, Michelangelo Diligenti, Marco Gori, Marco Maggini

ECML-PKDD 2017 Learning Łukasiewicz Logic Fragments by Quadratic Programming Francesco Giannini, Michelangelo Diligenti, Marco Gori, Marco Maggini

ECML-PKDD 2016 Learning Efficiently in Semantic Based Regularization Michelangelo Diligenti, Marco Gori, Vincenzo Scoca

MLJ 2012 Bridging Logic and Kernel Machines Michelangelo Diligenti, Marco Gori, Marco Maggini, Leonardo Rigutini

IJCAI 2005 Learning Web Page Scores by Error Back-Propagation Michelangelo Diligenti, Marco Gori, Marco Maggini

IJCAI 2003 A Learning Algorithm for Web Page Scoring Systems Michelangelo Diligenti, Marco Gori, Marco Maggini