Emanuele Marconato

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 14

Top Topics

Benchmark Suite

Symbolic Reasoning

Knowledge Acquired

Resource Bounded

Top Venues

Publications

Samuele Bortolotti, Emanuele Marconato, Tommaso Carraro, Paolo Morettin, Emile van Krieken, Antonio Vergari, Stefano Teso, Andrea Passerini
A Benchmark Suite for Systematically Evaluating Reasoning Shortcuts. CoRR (2024)
Emanuele Marconato, Samuele Bortolotti, Emile van Krieken, Antonio Vergari, Andrea Passerini, Stefano Teso
BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts. CoRR (2024)
Emanuele Marconato, Gianpaolo Bontempo, Elisa Ficarra, Simone Calderara, Andrea Passerini, Stefano Teso
Neuro Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal. CoRR (2023)
Emanuele Marconato, Stefano Teso, Antonio Vergari, Andrea Passerini
Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts. NeurIPS (2023)
Emanuele Marconato, Stefano Teso, Antonio Vergari, Andrea Passerini
Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts. CoRR (2023)
Emanuele Marconato, Andrea Passerini, Stefano Teso
Interpretability is in the Mind of the Beholder: A Causal Framework for Human-interpretable Representation Learning. CoRR (2023)
Emanuele Marconato, Stefano Teso, Andrea Passerini
Neuro-Symbolic Reasoning Shortcuts: Mitigation Strategies and their Limitations. CoRR (2023)
Emanuele Marconato, Andrea Passerini, Stefano Teso
GlanceNets: Interpretable, Leak-proof Concept-based Models. NeSy (2023)
Emanuele Marconato, Gianpaolo Bontempo, Elisa Ficarra, Simone Calderara, Andrea Passerini, Stefano Teso
Neuro-Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal. ICML (2023)
Emanuele Marconato, Stefano Teso, Andrea Passerini
Neuro-Symbolic Reasoning Shortcuts: Mitigation Strategies and their Limitations. NeSy (2023)
Emanuele Marconato, Andrea Passerini, Stefano Teso
Interpretability Is in the Mind of the Beholder: A Causal Framework for Human-Interpretable Representation Learning. Entropy 25 (12) (2023)
Emanuele Marconato, Andrea Passerini, Stefano Teso
GlanceNets: Interpretable, Leak-proof Concept-based Models. NeurIPS (2022)
Emanuele Marconato, Gianpaolo Bontempo, Stefano Teso, Elisa Ficarra, Simone Calderara, Andrea Passerini
Catastrophic Forgetting in Continual Concept Bottleneck Models. ICIAP Workshops (2022)
Emanuele Marconato, Andrea Passerini, Stefano Teso
GlanceNets: Interpretabile, Leak-proof Concept-based Models. CoRR (2022)