De Santis, Francesco

4 publications

NeurIPS 2025 Causally Reliable Concept Bottleneck Models Giovanni De Felice, Arianna Casanova, Francesco De Santis, Silvia Santini, Johannes Schneider, Pietro Barbiero, Alberto Termine

ICLRW 2025 Causally Reliable Concept Bottleneck Models Giovanni De Felice, Arianna Casanova, Francesco De Santis, Silvia Santini, Johannes Schneider, Pietro Barbiero, Alberto Termine

MLJ 2025 Linearly-Interpretable Concept Embedding Models for Text Analysis Francesco De Santis, Philippe Bich, Gabriele Ciravegna, Pietro Barbiero, Danilo Giordano, Tania Cerquitelli

ECML-PKDD 2025 Towards Better Generalization and Interpretability in Unsupervised Concept-Based Models Francesco De Santis, Philippe Bich, Gabriele Ciravegna, Pietro Barbiero, Tania Cerquitelli, Danilo Giordano