David Debot

According to our database, David Debot authored at least 8 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Prototype-Grounded Concept Models for Verifiable Concept Alignment.

Stefano Colamonaco, David Debot, Pietro Barbiero, Giuseppe Marra

CoRR, April, 2026

2025

Quantifying the Accuracy-Interpretability Trade-Off in Concept-Based Sidechannel Models.

David Debot, Giuseppe Marra

CoRR, October, 2025

Interpretable Hierarchical Concept Reasoning through Attention-Guided Graph Learning.

David Debot, Pietro Barbiero, Gabriele Dominici, Giuseppe Marra

CoRR, June, 2025

Neurosymbolic Object-Centric Learning with Distant Supervision.

Stefano Colamonaco, David Debot, Giuseppe Marra

CoRR, June, 2025

Neural Interpretable Reasoning.

Pietro Barbiero, Giuseppe Marra, Gabriele Ciravegna, David Debot, Francesco De Santis, Michelangelo Diligenti, Mateo Espinosa Zarlenga, Francesco Giannini

CoRR, February, 2025

Neurosymbolic Reinforcement Learning: Playing MiniHack with Probabilistic Logic Shields.

David Debot, Gabriele Venturato, Giuseppe Marra, Luc De Raedt

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Interpretable Concept-Based Memory Reasoning.

David Debot, Pietro Barbiero, Francesco Giannini, Gabriele Ciravegna, Michelangelo Diligenti, Giuseppe Marra

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Integrating Local and Global Interpretability for Deep Concept-Based Reasoning Models.

David Debot, Giuseppe Marra

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024