A D.C. Programming Approach to the Sparse Generalized Eigenvalue Problem

Bharath Sriperumbudur, David Torres, Gert Lanckriet

In this paper, we consider the sparse eigenvalue problem wherein the goal is to obtain a sparse solution to the generalized eigenvalue problem. We achieve this by constraining the…