Robert Batterman

DNNs, Dataset Statistics, and Correlation Functions

A new paper proposes that the success of deep neural networks (DNNs) in image recognition tasks stems from their ability to discover high-order correlation functions within datasets. The authors argue that DNNs effectiv…