MARCONATO, EMANUELE Statistiche
MARCONATO, EMANUELE
DIPARTIMENTO DI INFORMATICA
Benchmarking in Neuro-Symbolic AI
2025-01-01 Manhaeve, Robin; Giannini, Francesco; Ali, Mehdi; Azzolini, Damiano; Bizzarri, Alice; Borghesi, Andrea; Bortolotti, Samuele; De Raedt, Luc; Dhami, Devendra; Diligenti, Michelangelo; Dumančić, Sebastijan; Faltings, Boi; Gentili, Elisabetta; Gerevini, Alfonso; Gori, Marco; Guns, Tias; Homola, Martin; Kersting, Kristian; Lehmann, Jens; Lombardi, Michele; Lorello, Luca; Marconato, Emanuele; Melacci, Stefano; Passerini, Andrea; Paul, Debjit; Riguzzi, Fabrizio; Teso, Stefano; Yorke-Smith, Neil; Lippi, Marco
A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts
2024-01-01 Bortolotti, Samuele; Marconato, Emanuele; Carraro, Tommaso; Morettin, Paolo; van Krieken, Emile; Vergari, Antonio; Teso, Stefano; Passerini, Andrea
BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts
2024-01-01 Marconato, Emanuele; Bortolotti, Samuele; van Krieken, Emile; Vergari, Antonio; Passerini, Andrea; Teso, Stefano
Interpretability Is in the Mind of the Beholder: A Causal Framework for Human-Interpretable Representation Learning
2023-01-01 Marconato, Emanuele; Passerini, Andrea; Teso, Stefano
Neuro-Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal
2023-01-01 Marconato, E.; Bontempo, G.; Ficarra, E.; Calderara, S.; Passerini, A.; Teso, S.
Neuro-Symbolic Reasoning Shortcuts: Mitigation Strategies and their Limitations
2023-01-01 Marconato, Emanuele; Teso, Stefano; Passerini, Andrea
Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts
2023-01-01 Marconato, Emanuele; Teso, Stefano; Vergari, Antonio; Passerini, Andrea
Catastrophic Forgetting in Continual Concept Bottleneck Models
2022-01-01 Marconato, E.; Bontempo, G.; Teso, S.; Ficarra, E.; Calderara, S.; Passerini, A.
GlanceNets: Interpretabile, Leak-proof Concept-based Models
2022-01-01 Marconato, Emanuele; Passerini, Andrea; Teso, Stefano
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Benchmarking in Neuro-Symbolic AI | 1-gen-2025 | Manhaeve, Robin; Giannini, Francesco; Ali, Mehdi; Azzolini, Damiano; Bizzarri, Alice; Borghesi, Andrea; Bortolotti, Samuele; De Raedt, Luc; Dhami, Devendra; Diligenti, Michelangelo; Dumančić, Sebastijan; Faltings, Boi; Gentili, Elisabetta; Gerevini, Alfonso; Gori, Marco; Guns, Tias; Homola, Martin; Kersting, Kristian; Lehmann, Jens; Lombardi, Michele; Lorello, Luca; Marconato, Emanuele; Melacci, Stefano; Passerini, Andrea; Paul, Debjit; Riguzzi, Fabrizio; Teso, Stefano; Yorke-Smith, Neil; Lippi, Marco | |
| A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts | 1-gen-2024 | Bortolotti, Samuele; Marconato, Emanuele; Carraro, Tommaso; Morettin, Paolo; van Krieken, Emile; Vergari, Antonio; Teso, Stefano; Passerini, Andrea | |
| BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts | 1-gen-2024 | Marconato, Emanuele; Bortolotti, Samuele; van Krieken, Emile; Vergari, Antonio; Passerini, Andrea; Teso, Stefano | |
| Interpretability Is in the Mind of the Beholder: A Causal Framework for Human-Interpretable Representation Learning | 1-gen-2023 | Marconato, Emanuele; Passerini, Andrea; Teso, Stefano | |
| Neuro-Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal | 1-gen-2023 | Marconato, E.; Bontempo, G.; Ficarra, E.; Calderara, S.; Passerini, A.; Teso, S. | |
| Neuro-Symbolic Reasoning Shortcuts: Mitigation Strategies and their Limitations | 1-gen-2023 | Marconato, Emanuele; Teso, Stefano; Passerini, Andrea | |
| Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts | 1-gen-2023 | Marconato, Emanuele; Teso, Stefano; Vergari, Antonio; Passerini, Andrea | |
| Catastrophic Forgetting in Continual Concept Bottleneck Models | 1-gen-2022 | Marconato, E.; Bontempo, G.; Teso, S.; Ficarra, E.; Calderara, S.; Passerini, A. | |
| GlanceNets: Interpretabile, Leak-proof Concept-based Models | 1-gen-2022 | Marconato, Emanuele; Passerini, Andrea; Teso, Stefano |