prunAdag: an adaptive pruning-aware gradient method, Margherita Porcelli, Giovanni Seraghiti, Philippe L. Toint 

Early stopping strategies in Deep Image Prior, Alessandro Benfenati, Ambra Catozzi, Giorgia Franchini, Federica Porta 

Unsupervised noisy image segmentation using Deep Image Prior, Alessandro Benfenati, Ambra Catozzi, Giorgia Franchini, Federica Porta

Variable metric proximal stochastic gradient methods with additional sampling, Nataša Krklec Jerinkić, Federica Porta, Valeria Ruggiero, Ilaria Trombini

Regularized methods via cubic model subspace minimization for nonconvex optimization, Stefania Bellavia, Davide Palitta, Margherita Porcelli, Valeria Simoncini 

A stochastic gradient method with variance control and variable learning rate for Deep Learning, Giorgia Franchini, Federica Porta, Valeria Ruggiero, Ilaria Trombini, Luca Zanni

Leptomeningeal enhancement in multiple sclerosis: a focus on patients treated with hematopoietic stem cell transplantation, Leonardo Marchi, Alice Mariottini, Vittorio Viti, Andrea Bianchi, Chiara Nozzoli, Anna Maria Repice, Riccardo Boncompagni, Andrea Ginestroni, Valentina Damato, Alessandro Barilaro, Stefano Chiti, Riccardo Saccardi, Enrico Fainardi, Luca Massacesi

A variable metric proximal stochastic gradient method: An application to classification problems, Pasquale Cascarano, Giorgia Franchini, Erich Kobler, Federica Porta, Andrea Sebastiani