Search Results for author: Sebastian J. Scott

Found 2 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 Optimal Regularization Parameters via Bilevel Learning

1 code implementation28 May 2023 Matthias J. Ehrhardt, Silvia Gazzola, Sebastian J. Scott

In this work, we provide a new condition that better characterizes positivity of optimal regularization parameters than the existing theory.

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