Trained Model in Supervised Deep Learning is a Conditional Risk Minimizer

Yutong Xie, Dufan Wu, Bin Dong +1

We proved that a trained model in supervised deep learning minimizes the conditional risk for each input (Theorem 2.1). This property provided insights into the behavior of trained…