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Emanuele Marconato
Emanuele Marconato
University of Pisa and University of Trento
Verified email at unitn.it
Title
Cited by
Cited by
Year
Glancenets: Interpretable, leak-proof concept-based models
E Marconato, A Passerini, S Teso
Advances in Neural Information Processing Systems 35, 21212-21227, 2022
322022
Neuro symbolic continual learning: Knowledge, reasoning shortcuts and concept rehearsal
E Marconato, G Bontempo, E Ficarra, S Calderara, A Passerini, S Teso
International Conference on Machine Learning (ICML 2023), 2023
132023
Vindication of entanglement-based witnesses of non-classicality in hybrid systems
E Marconato, C Marletto
Journal of Physics A: Mathematical and Theoretical 54 (37), 375301, 2021
82021
Not all neuro-symbolic concepts are created equal: Analysis and mitigation of reasoning shortcuts
E Marconato, S Teso, A Vergari, A Passerini
Advances in Neural Information Processing Systems 36, 2024
62024
Neuro-symbolic reasoning shortcuts: Mitigation strategies and their limitations
E Marconato, S Teso, A Passerini
arXiv preprint arXiv:2303.12578, 2023
62023
Catastrophic forgetting in continual concept bottleneck models
E Marconato, G Bontempo, S Teso, E Ficarra, S Calderara, A Passerini
International Conference on Image Analysis and Processing, 539-547, 2022
42022
Interpretability is in the mind of the beholder: A causal framework for human-interpretable representation learning
E Marconato, A Passerini, S Teso
Entropy 25 (12), 1574, 2023
32023
BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts
E Marconato, S Bortolotti, E van Krieken, A Vergari, A Passerini, S Teso
arXiv preprint arXiv:2402.12240, 2024
2024
Response to a comment on" Vindication of entanglement-based witnesses in hybrid quantum systems"
C Marletto, E Marconato
arXiv preprint arXiv:2112.15074, 2021
2021
Il paradosso di Hardy: verifica sperimentale e generalizzazione an particelle
E Marconato
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Articles 1–10