Francesco De Santis

14 papers B 1Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Federated Concept-Based Models: Interpretable models with distributed supervision.
CoRR
Dario Fenoglio, Arianna Casanova, Francesco De Santis, Mohan Li, Gabriele Dominici, Johannes Schneider, Martin Gjoreski, Marc Langheinrich, Pietro Barbiero, Giovanni de Felice
2026 J jnl
GLEm-Net: Unified framework for data reduction with categorical and numerical features.
Knowl. Based Syst.
Francesco De Santis, Danilo Giordano, Marco Mellia
2026 J jnl
Mixture of Concept Bottleneck Experts.
CoRR
Francesco De Santis, Gabriele Ciravegna, Giovanni de Felice, Arianna Casanova, Francesco Giannini, Michelangelo Diligenti, Mateo Espinosa Zarlenga, Pietro Barbiero, Johannes Schneider, Danilo Giordano
2025 — conf
CFA-Bench: Cybersecurity Forensic Llm Agent Benchmark and Testing.
EuroS&P (Workshops)
Francesco De Santis, Kai Huang, Rodolfo V. Valentim, Danilo Giordano, Marco Mellia, Zied Ben-Houidi, Dario Rossi
2025 J jnl
Causally Reliable Concept Bottleneck Models.
CoRR
Giovanni de Felice, Arianna Casanova Flores, Francesco De Santis, Silvia Santini, Johannes Schneider, Pietro Barbiero, Alberto Termine
2025 J jnl
Linearly-interpretable concept embedding models for text analysis.
Mach. Learn.
Francesco De Santis, Philippe Bich, Gabriele Ciravegna, Pietro Barbiero, Danilo Giordano, Tania Cerquitelli
2025 J jnl
Neural Interpretable Reasoning.
CoRR
Pietro Barbiero, Giuseppe Marra, Gabriele Ciravegna, David Debot, Francesco De Santis, Michelangelo Diligenti, Mateo Espinosa Zarlenga, Francesco Giannini
2025 — conf
Towards Better Generalization and Interpretability in Unsupervised Concept-Based Models.
ECML/PKDD (3)
Francesco De Santis, Philippe Bich, Gabriele Ciravegna, Pietro Barbiero, Tania Cerquitelli, Danilo Giordano
2025 J jnl
Towards Better Generalization and Interpretability in Unsupervised Concept-Based Models.
CoRR
Francesco De Santis, Philippe Bich, Gabriele Ciravegna, Pietro Barbiero, Danilo Giordano, Tania Cerquitelli
2025 — conf
V-CEM: Bridging Performance and Intervenability in Concept-Based Models.
xAI (1)
Francesco De Santis, Gabriele Ciravegna, Philippe Bich, Danilo Giordano, Tania Cerquitelli
2025 J jnl
V-CEM: Bridging Performance and Intervenability in Concept-based Models.
CoRR
Francesco De Santis, Gabriele Ciravegna, Philippe Bich, Danilo Giordano, Tania Cerquitelli
2024 J jnl
Self-supervised Interpretable Concept-based Models for Text Classification.
CoRR
Francesco De Santis, Philippe Bich, Gabriele Ciravegna, Pietro Barbiero, Danilo Giordano, Tania Cerquitelli
2023 B conf
GLEm-Net: Unified Framework for Data Reduction with Categorical and Numerical Features.
IEEE Big Data
Francesco De Santis, Danilo Giordano, Marco Mellia, Alessia Damilano
2005 — conf
A 1.2 V sense amplifier for high-performance embeddable NOR flash memories.
ISCAS (2)
Davide Baderna, Alessandro Cabrini, Guido De Sandre, Francesco De Santis, Marco Pasotti, Andrea Rossini, Guido Torelli