Learning truly monotone operators with applications to nonlinear inverse problems

Younes Belkouchi, Jean-Christophe Pesquet, Audrey Repetti +1

This article introduces a novel approach to learning monotone neural networks through a newly defined penalization loss. The proposed method is particularly effective in solving cl…