Statistical Optimality of Interpolated Nearest Neighbor Algorithms

Yue Xing, Qifan Song, Guang Cheng

In the era of deep learning, understanding over-fitting phenomenon becomes increasingly important. It is observed that carefully designed deep neural networks achieve small testing…