Feature selection in linear SVMs via a hard cardinality constraint: a scalable SDP decomposition approach

Immanuel Bomze, Federico D'Onofrio, Laura Palagi +1

In this paper, we study the embedded feature selection problem in linear Support Vector Machines (SVMs), in which a cardinality constraint is employed, leading to an interpretable…