Francesco De Santis

According to our database, Francesco De Santis authored at least 13 papers between 2005 and 2026.

Collaborative distances:

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

2026

Incremental learning for audio classification with Hebbian Deep Neural Networks.

Riccardo Casciotti, Francesco De Santis, Alberto Antonietti, Annamaria Mesaros

CoRR, April, 2026

Federated Concept-Based Models: Interpretable models with distributed supervision.

Dario Fenoglio, Arianna Casanova, Francesco De Santis, Mohan Li, Gabriele Dominici, Johannes Schneider, Martin Gjoreski, Marc Langheinrich, Pietro Barbiero, Giovanni de Felice

CoRR, February, 2026

Mixture of Concept Bottleneck Experts.

Francesco De Santis, Gabriele Ciravegna, Giovanni de Felice, Arianna Casanova, Francesco Giannini, Michelangelo Diligenti, Mateo Espinosa Zarlenga, Pietro Barbiero, Johannes Schneider, Danilo Giordano

CoRR, February, 2026

GLEm-Net: Unified framework for data reduction with categorical and numerical features.

Francesco De Santis, Danilo Giordano, Marco Mellia

Knowl. Based Syst., 2026

2025

Linearly-interpretable concept embedding models for text analysis.

Francesco De Santis, Philippe Bich, Gabriele Ciravegna, Pietro Barbiero, Danilo Giordano, Tania Cerquitelli

Mach. Learn., October, 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

V-CEM: Bridging Performance and Intervenability in Concept-Based Models.

Francesco De Santis, Gabriele Ciravegna, Philippe Bich, Danilo Giordano, Tania Cerquitelli

Proceedings of the Explainable Artificial Intelligence, 2025

Towards Better Generalization and Interpretability in Unsupervised Concept-Based Models.

Francesco De Santis, Philippe Bich, Gabriele Ciravegna, Pietro Barbiero, Tania Cerquitelli, Danilo Giordano

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2025

Causally Reliable Concept Bottleneck Models.

Giovanni de Felice, Arianna Casanova Flores, Francesco De Santis, Silvia Santini, Johannes Schneider, Pietro Barbiero, Alberto Termine

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

CFA-Bench: Cybersecurity Forensic Llm Agent Benchmark and Testing.

Francesco De Santis, Kai Huang, Rodolfo V. Valentim, Danilo Giordano, Marco Mellia, Zied Ben-Houidi, Dario Rossi

Proceedings of the IEEE European Symposium on Security and Privacy, 2025

2024

Self-supervised Interpretable Concept-based Models for Text Classification.

Francesco De Santis, Philippe Bich, Gabriele Ciravegna, Pietro Barbiero, Danilo Giordano, Tania Cerquitelli

CoRR, 2024

2023

GLEm-Net: Unified Framework for Data Reduction with Categorical and Numerical Features.

Francesco De Santis, Danilo Giordano, Marco Mellia, Alessia Damilano

Proceedings of the IEEE International Conference on Big Data, 2023

2005

A 1.2 V sense amplifier for high-performance embeddable NOR flash memories.

Davide Baderna, Alessandro Cabrini, Guido De Sandre, Francesco De Santis, Marco Pasotti, Andrea Rossini, Guido Torelli

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005