VENERI, ALBERTO
VENERI, ALBERTO
Dipartimento di Scienze Ambientali, Informatica e Statistica
A Theoretical Framework for AI Models Explainability with Application in Biomedicine
2023-01-01 Rizzo, Matteo; Veneri, Alberto; Albarelli, Andrea; Lucchese, Claudio; Nobile, Marco; Conati, Cristina
Can Embeddings Analysis Explain Large Language Model Ranking?
2023-01-01 Lucchese, C.; Orlando, S.; Minello, G.; Perego, R.; Nardini, F. M.; Veneri, A.
Explaining Learning to Rank Methods to Improve Them
2023-01-01 Veneri, A.
GAM Forest Explanation
2023-01-01 Lucchese, C.; Orlando, S.; Perego, R.; Veneri, A.
ILMART: Interpretable Ranking with Constrained LambdaMART
2022-01-01 Lucchese, Claudio; Nardini, Franco Maria; Orlando, Salvatore; Perego, Raffaele; Veneri, Alberto
Interpretable Ranking Using LambdaMART (Abstract)
2022-01-01 Lucchese, C.; Nardini, F. M.; Orlando, S.; Perego, R.; Veneri, A.
Machine Learning Models Explanations As Interpretations of Evidence: A Theoretical Framework of Explainability and Its Implications on High-Stakes Biomedical Decision-Making
2025-01-01 Rizzo, Matteo; Veneri, Alberto; Marcuzzo, Matteo; Zangari, Alessandro; Albarelli, Andrea; Lucchese, Claudio; Nobile, Marco Salvatore; Conati, Cristina
On the Application of a Common Theoretical Explainability Framework in Information Retrieval
2024-01-01 Albarelli, A.; Lucchese, C.; Rizzo, M.; Veneri, A.
Software Systems Compliance with the AI Act: Lessons Learned from an International Challenge
2024-01-01 Scantamburlo, Teresa; Falcarin, Paolo; Veneri, Alberto; Fabris, Alessandro; Gallese, Chiara; Billa, Valentina; Rotolo, Francesca; Marcuzzi, Federico