DNN or k-NN: That is the Generalize vs. Memorize Question

Gilad Cohen, Guillermo Sapiro, Raja Giryes

This paper studies the relationship between the classification performed by deep neural networks (DNNs) and the decision of various classical classifiers, namely k-nearest neighbou…