YOUSEFI, MAHSA
YOUSEFI, MAHSA
Dipartimento di Matematica, Informatica e Geoscienze
A non-monotone trust-region method with noisy oracles and additional sampling
2024-01-01 Krejić, Nataša; Krklec Jerinkić, Nataša; MARTINEZ CALOMARDO, Angeles; Yousefi, Mahsa
A Stochastic Modified Limited Memory BFGS for Training Deep Neural Networks
2022-01-01 Yousefi, M.; Martinez Calomardo, A.
A stochastic nonmonotone trust-region training algorithm for image classification
2022-01-01 Yousefi, Mahsa; MARTINEZ CALOMARDO, Angeles
Combined First- and Second-Order Directions for Deep Neural Networks Training
2025-01-01 MARTINEZ CALOMARDO, Angeles; Viola, Marco; Yousefi, Mahsa
Deep Neural Networks Training by Stochastic Quasi-Newton Trust-Region Methods
2023-01-01 Yousefi, Mahsa; MARTINEZ CALOMARDO, Angeles
Efficient Quasi-Newton Methods in Trust-Region Frameworks for Training Deep Neural Networks
2023-09-27 Yousefi, Mahsa
Majorization-Minimization for Sparse SVMs
2023-01-01 Benfenati, Allesandro; Chouzenoux, Emilie; Franchini, Giorgia; Latva Äijö, Salla; Narnhofer, Dominik; Pesquet, Jean-Christophe; Scott, Sebastian J.; Yousefi, Mahsa