Luca Corbucci

According to our database, Luca Corbucci authored at least 11 papers between 2023 and 2026.

Collaborative distances:

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

2026

Rashomon Sets and Model Multiplicity in Federated Learning.

Xenia Heilmann, Luca Corbucci, Mattia Cerrato

CoRR, February, 2026

2025

FeDa4Fair: Client-Level Federated Datasets for Fairness Evaluation.

Xenia Heilmann, Luca Corbucci, Mattia Cerrato, Anna Monreale

CoRR, June, 2025

Differentially Private FastSHAP for Federated Learning Model Explainability.

Valerio Bonsignori, Luca Corbucci, Francesca Naretto, Anna Monreale

Proceedings of the International Joint Conference on Neural Networks, 2025

Benefits of the Federation? Analyzing the Impact of Fair Federated Learning at the Client Level.

Luca Corbucci, Xenia Heilmann, Mattia Cerrato

Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency, 2025

A Benchmark for Client-level Fairness in Federated Learning.

Xenia Heilmann, Luca Corbucci, Mattia Cerrato

Proceedings of the European Workshop on Algorithmic Fairness, 2025

An Interpretable Data-Driven Unsupervised Approach for the Prevention of Forgotten Items.

Luca Corbucci, Javier Alejandro Borges Legrottaglie, Francesco Spinnato, Anna Monreale, Riccardo Guidotti

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

Enhancing Local Explanations with GAN-Based Neighborhood Generation.

Luca Corbucci, Francesca Naretto, Anna Monreale

Proceedings of the Discovery Science - 28th International Conference, 2025

2024

Enhancing Privacy and Utility in Federated Learning: A Hybrid P2P and Server-Based Approach with Differential Privacy Protection.

Luca Corbucci, Anna Monreale, Roberto Pellungrini

Proceedings of the 21st International Conference on Security and Cryptography, 2024

PUFFLE: Balancing Privacy, Utility, and Fairness in Federated Learning.

Luca Corbucci, Mikko A. Heikkilä, David Solans Noguero, Anna Monreale, Nicolas Kourtellis

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Explaining Black-Boxes in Federated Learning.

Luca Corbucci, Riccardo Guidotti, Anna Monreale

Proceedings of the Explainable Artificial Intelligence, 2023

Semantic Enrichment of Explanations of AI Models for Healthcare.

Luca Corbucci, Anna Monreale, Cecilia Panigutti, Michela Natilli, Simona Smiraglio, Dino Pedreschi

Proceedings of the Discovery Science - 26th International Conference, 2023