Emanuele Marconato

Emanuele Marconato

Università degli Studi di Trento - Trento / Italy
Engineering & Technology / Computer Science
AD Scientific Index ID: 5629087
University of Trento
person_outline Emanuele Marconato's MOST POPULAR ARTICLES
1-) Glancenets: Interpretable, leak-proof concept-based modelsE Marconato, A Passerini, S TesoAdvances in Neural Information Processing Systems 35, 21212-21227, 2022372022
2-) Not all neuro-symbolic concepts are created equal: Analysis and mitigation of reasoning shortcutsE Marconato, S Teso, A Vergari, A PasseriniAdvances in Neural Information Processing Systems 36, 202424*2024
3-) Neuro symbolic continual learning: Knowledge, reasoning shortcuts and concept rehearsalE Marconato, G Bontempo, E Ficarra, S Calderara, A Passerini, S TesoInternational Conference on Machine Learning (ICML 2023), 2023152023
4-) BEARS Make Neuro-Symbolic Models Aware of their Reasoning ShortcutsE Marconato, S Bortolotti, E van Krieken, A Vergari, A Passerini, S Teso40th Conference on Uncertainty in Artificial Intelligence (UAI 2024), 202462024
5-) Interpretability is in the mind of the beholder: A causal framework for human-interpretable representation learningE Marconato, A Passerini, S TesoEntropy 25 (12), 1574, 202362023