Search Results for author: Mahsa Yousefi

Found 3 papers, 1 papers with code

Majorization-Minimization for sparse SVMs

no code implementations31 Aug 2023 Alessandro Benfenati, Emilie Chouzenoux, Giorgia Franchini, Salla Latva-Aijo, Dominik Narnhofer, Jean-Christophe Pesquet, Sebastian J. Scott, Mahsa Yousefi

Several decades ago, Support Vector Machines (SVMs) were introduced for performing binary classification tasks, under a supervised framework.

Binary Classification

On the efficiency of Stochastic Quasi-Newton Methods for Deep Learning

1 code implementation18 May 2022 Mahsa Yousefi, Angeles Martinez

While first-order methods are popular for solving optimization problems that arise in large-scale deep learning problems, they come with some acute deficiencies.

Navigate Second-order methods

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