Epigraphical Relaxation for Minimizing Layered Mixed Norms

Seisuke Kyochi, Shunsuke Ono, Ivan Selesnick

This paper proposes an epigraphical relaxation (ERx) technique for non-proximable mixed norm minimization. Mixed norm regularization methods play a central role in signal reconstru…