Concave losses for robust dictionary learning

Rafael Will M de Araujo, Roberto Hirata, Alain Rakotomamonjy

Traditional dictionary learning methods are based on quadratic convex loss function and thus are sensitive to outliers. In this paper, we propose a generic framework for robust dic…