Alessandro Benfenati

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Giovanni NaldiUniversity of MilanoVerified email at unimi.it
Giacomo AlettiUniversità degli Studi di MilanoVerified email at unimi.it
Jean-Christophe PesquetDistinguished Professor at CentraleSupélec, Université Paris-SaclayVerified email at centralesupelec.fr
Emilie ChouzenouxFull researcher, Inria Saclay, FranceVerified email at centralesupelec.fr
Silvia BonettiniDipartimento di Matematica e Informatica, Università di FerraraVerified email at unife.it
Alessio MartaUniversity of Milan (Italy)Verified email at unimi.it
Ambra CatozziUniversità degli Studi di ParmaVerified email at unipr.it
Mario BerteroProfessor Emeritus, University of GenovaVerified email at unige.it
Luca ZanniProfessor of Numerical Analysis, University of Modena and Reggio Emilia, Modena, ItalyVerified email at unimore.it
Hugues TalbotCentraleSupelec Université Paris-SaclayVerified email at centralesupelec.fr
Lorenzo PareschiHeriot-Watt University, Edinburgh and University of FerraraVerified email at hw.ac.uk
Giacomo BorghiHeriot-Watt UniversityVerified email at hw.ac.uk
GIORGIA FRANCHINIRicercatore UNIMOREVerified email at unimore.it
Andrea La CameraTEIGA srls (formerly postdoc @ DIBRIS, University of Genoa)Verified email at teiga.it
Tarik BOUROUINAUniversité Gustave Eiffel, ESIEE Paris, CNRS, ESYCOM Lab.Verified email at esiee.fr
Francesco BonacciRTDa, Department of Physics and Geology, University of Perugia, ItalyVerified email at unipg.it
Pasquale CascaranoAssistant Professor, Department of the Arts, University of BolognaVerified email at unibo.it
Elisa De MarchiUniversity of Milan - Department of Environmental Science and PolicyVerified email at unimi.it
Alessia CavaliereESP - Department of Environmental Science and PolicyVerified email at unimi.it
Alessandro BanterleProfessor of Food Policy - Università degli Studi di MilanoVerified email at unimi.it

Alessandro Benfenati

Environmental Science and Policy Department

Verified email at unimi.it - Homepage

Optimization Numerical Analysis Bregman Iteration Image Restoration Graph Estimation


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Numerical methods for parameter estimation in Poisson data inversion L Zanni, A Benfenati, M Bertero, V Ruggiero Journal of Mathematical Imaging and Vision 52 (3), 397-413, 2015	34	2015
Inexact Bregman iteration with an application to Poisson data reconstruction A Benfenati, V Ruggiero Inverse Problems 29 (6), 065016, 2013	33	2013
Proximal approaches for matrix optimization problems: application to robust precision matrix estimation A Benfenati, E Chouzenoux, JC Pesquet Signal Processing 169, 107417, 2020	25	2020
Scaling Techniques for -Subgradient Methods S Bonettini, A Benfenati, V Ruggiero SIAM Journal on Optimization 26 (3), 1741-1772, 2016	24	2016
Inexact Bregman iteration for deconvolution of superimposed extended and point sources A Benfenati, V Ruggiero Communications in Nonlinear Science and Numerical Simulation 20 (3), 882-896, 2015	17	2015
Binary interaction methods for high dimensional global optimization and machine learning A Benfenati, G Borghi, L Pareschi Applied Mathematics & Optimization 86 (1), 9, 2022	15	2022
Image regularization for Poisson data A Benfenati, V Ruggiero Journal of Physics: Conference Series 657 (1), 012011, 2015	15	2015
Regularization techniques for inverse problem in DOT applications A Benfenati, P Causin, MG Lupieri, G Naldi Journal of Physics: Conference Series 1476 (1), 012007, 2020	14	2020
Primal-dual first order methods for total variation image restoration in presence of Poisson noise S Bonettini, A Benfenati, V Ruggiero 2014 IEEE International Conference on Image Processing (ICIP), 4156-4160, 2014	14	2014
Nonlinear microscale interactions in the kinetic theory of active particles A Benfenati, V Coscia Applied Mathematics Letters 26 (10), 979-983, 2013	14	2013
A Semiautomatic Multi-Label Color Image Segmentation Coupling Dirichlet Problem and Colour Distances G Aletti, A Benfenati, G Naldi Journal of Imaging 7 (10), 208, 2021	12	2021
A Semi-Supervised Reduced-Space Method for Hyperspectral Imaging Segmentation G Aletti, A Benfenati, G Naldi Journal of Imaging 7 (12), 267, 2021	11	2021
Deconvolution of post-adaptive optics images of faint circumstellar environments by means of the inexact Bregman procedure A Benfenati, A La Camera, M Carbillet Astronomy & Astrophysics 586, A16, 2016	11	2016
Unsupervised deep learning techniques for automatic detection of plant diseases: reducing the need of manual labelling of plant images A Benfenati, P Causin, R Oberti, G Stefanello Journal of Mathematics in Industry 13 (1), 5, 2023	9	2023
A singular Riemannian geometry approach to Deep Neural Networks I. Theoretical foundations A Benfenati, A Marta Neural Networks 158, 331-343, 2023	8	2023
Exploring the environmental impact associated with the abandonment of the Mediterranean Diet, and how to reduce it with alternative sustainable diets A Cavaliere, E De Marchi, EN Frola, A Benfenati, G Aletti, J Bacenetti, ... Ecological Economics 209, 107818, 2023	7	2023
A deep learning generative model approach for image synthesis of plant leaves A Benfenati, D Bolzi, P Causin, R Oberti Plos one 17 (11), e0276972, 2022	7	2022
Graph, Spectra, Control and Epidemics: An Example with a SEIR Model G Aletti, A Benfenati, G Naldi Mathematics 9 (22), 2987, 2021	7	2021
Modeling opinion formation in the kinetic theory of active particles I: spontaneous trend A Benfenati, V Coscia ANNALI DELL'UNIVERSITA'DI FERRARA 60, 35-53, 2014	7	2014
A singular Riemannian geometry approach to deep neural networks II. Reconstruction of 1-D equivalence classes A Benfenati, A Marta Neural Networks 158, 344-358, 2023	6	2023

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