Implicit Hypothesis Testing and Divergence Preservation in Neural Network Representations

Kadircan Aksoy, Protim Bhattacharjee, Peter Jung

We study the training dynamics of neural classifiers through the lens of binary hypothesis testing. We re-formalize classification as a collection of binary tests between class-con…