BENFENATI, ALESSANDRO
BENFENATI, ALESSANDRO
Dipartimento di Scienze e Politiche Ambientali
Advanced Techniques in Optimization for Machine Learning and Imaging
2024 A. Benfenati, F. Porta, T. Alessandra Bubba, M. Viola
Majoration-Minimization for Sparse SVMs
2024 A. Benfenati, E. Chouzenoux, G. Franchini, S. Latva-Äijö, D. Narnhofer, J. Pesquet, S. J. Scott, M. Yousefi
Unveiling Transformer Perception by Exploring Input Manifolds
2024 A. Benfenati, A. Ferrara, A. Marta, D. Riva, E. Rocchetti
Constrained Plug-and-Play Priors for Image Restoration
2024 A. Benfenati, P. Cascarano
Mathematical and numerical challenges in diffuse optical tomography inverse problems
2024 A. Aspri, A. Benfenati, P. Causin, C. Cavaterra, G. Naldi
Constrained Regularization by Denoising with Automatic Parameter Selection
2024 P. Cascarano, A. Benfenati, U.S. Kamilov, X. Xu
Water scarcity and consumer behavior: An analysis of diet-related water footprint
2024 E.N. Frola, A. Cavaliere, E. De Marchi, F. D'Alessandro, A. Benfenati, G. Aletti, A. Banterle
Unsupervised deep learning techniques for automatic detection of plant diseases: reducing the need of manual labelling of plant images
2023 A. Benfenati, P. Causin, R. Oberti, G. Stefanello
Piece-wise Constant Image Segmentation with a Deep Image Prior Approach
2023 A. Benfenati, A. Catozzi, G. Franchini, F. Porta
Neural blind deconvolution with Poisson data
2023 A. Benfenati, A. Catozzi, V. Ruggiero
Exploring the environmental impact associated with the abandonment of the Mediterranean diet, and how to reduce it with alternative sustainable diets
2023 A. Cavaliere, E. De Marchi, E.N. Frola, A. Benfenati, G. Aletti, J. Bacenetti, A. Banterle
A singular Riemannian geometry approach to Deep Neural Networks I. Theoretical foundations
2023 A. Benfenati, A. Marta
A singular Riemannian geometry approach to deep neural networks II. reconstruction of 1-D equivalence classes
2023 A. Benfenati, A. Marta
A deep learning generative model approach for image synthesis of plant leaves
2022 A. Benfenati, D. Bolzi, P. Causin, R. Oberti
upU-Net Approaches for Background Emission Removal in Fluorescence Microscopy
2022 A. Benfenati
A new nonlocal nonlinear diffusion equation: the one-dimensional case
2022 G. Aletti, A. Benfenati, G. Naldi
Binary Interaction Methods for High Dimensional Global Optimization and Machine Learning
2022 A. Benfenati, G. Borghi, L. Pareschi
A Semi-Supervised Reduced-Space Method for Hyperspectral Imaging Segmentation
2021 G. Aletti, A. Benfenati, G. Naldi
A semiautomatic multi-label color image segmentation coupling Dirichlet problem and colour distances
2021 G. Aletti, A. Benfenati, G. Naldi
Efficient Position Estimation of 3D Fluorescent Spherical Beads in Confocal Microscopy via Poisson Denoising
2021 A. Benfenati, F. Bonacci, T. Bourouina, H. Talbot