Constrained Deep Networks: Lagrangian Optimization via Log-Barrier Extensions

Hoel Kervadec, Jose Dolz, Jing Yuan +3

This study investigates imposing hard inequality constraints on the outputs of convolutional neural networks (CNN) during training. Several recent works showed that the theoretical…