Benfenati Alessandro
Fixed-term Research Fellow B
Scientific-Disciplinary Sector
MATH-05/A - Numerical Analysis
Scientific-Disciplinary Group/Competition Sector
01/MATH-05 - ANALISI NUMERICA
Research fields and competencies
Teaching - Programme courses
Bachelors and masters
A.Y. 2025/2026
A.Y. 2024/2025
A.Y. 2023/2024
A.Y. 2022/2023
A.Y. 2021/2022
A.Y. 2020/2021
A.Y. 2019/2020
Research
Publications
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Early stopping strategies in Deep Image Prior / A. Benfenati, A. Catozzi, G. Franchini, F. Porta. - In: SOFT COMPUTING. - ISSN 1432-7643. - (2025), pp. 1-22. [Epub ahead of print] [10.1007/s00500-025-10642-8]
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Unveiling Transformer Perception by Exploring Input Manifolds / A. Benfenati, A. Ferrara, A. Marta, D. Riva, E. Rocchetti. - (2024 Oct 08). [10.48550/arXiv.2410.06019]
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Constrained Plug-and-Play Priors for Image Restoration / A. Benfenati, P. Cascarano. - In: JOURNAL OF IMAGING. - ISSN 2313-433X. - 10:2(2024 Feb 19), pp. 50.1-50.15. [10.3390/jimaging10020050]
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Water scarcity and consumer behavior: An analysis of diet-related water footprint / E.N. Frola, A. Cavaliere, E. De Marchi, F. D'Alessandro, A. Benfenati, G. Aletti, A. Banterle. - In: RENEWABLE AGRICULTURE AND FOOD SYSTEMS. - ISSN 1742-1705. - 39:(2024), pp. e24.1-e24.11. [10.1017/S1742170524000140]
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Majoration-Minimization for Sparse SVMs / A. Benfenati, E. Chouzenoux, G. Franchini, S. Latva-Äijö, D. Narnhofer, J. Pesquet, S. J. Scott, M. Yousefi (SPRINGER INDAM SERIES). - In: Advanced Techniques in Optimization for Machine Learning and Imaging / [a cura di] A. Benfenati, F. Porta, T.A. Bubba, M. Viola. - [s.l] : Springer Nature, 2024. - ISBN 9789819767687. - pp. 31-54 (( convegno Advanced Techniques in Optimization for Machine Learning and Imaging tenutosi a Roma [10.1007/978-981-97-6769-4_3].