Bregman Neural Networks

Jordan Frécon, Gilles Gasso, Massimiliano Pontil, Saverio Salzo

Abstract: We present a framework based on bilevel optimization for learning multilayer, deep data representations. On the one hand, the lower-level problem finds a representation by successively minimizing l...