Improving Robustness via Tilted Exponential Layer: A Communication-Theoretic Perspective

Bhagyashree Puranik, Ahmad Beirami, Yao Qin +1

State-of-the-art techniques for enhancing robustness of deep networks mostly rely on empirical risk minimization with suitable data augmentation. In this paper, we propose a comple…