Note: We will be in 50B-4205 this week. Title:Understanding Neural Network Behavior with the Renormalization Group Abstract:The growing presence and influence of machine learning in both science and society necessitates a better understanding of these algorithms. Interestingly, many neural network behaviors are reminiscent of physical phenomena, such as the empirically-observed approximate power law dependence of a network’s generalization performance on … Read More