Towards an Optimal Control Perspective of ResNet Training

Jens Püttschneider, Simon Heilig, Asja Fischer +1

We propose a training formulation for ResNets reflecting an optimal control problem that is applicable for standard architectures and general loss functions. We suggest bridging bo…