Architecture Selection via the Trade-off Between Accuracy and Robustness

Zhun Deng, Cynthia Dwork, Jialiang Wang +1

We provide a general framework for characterizing the trade-off between accuracy and robustness in supervised learning. We propose a method and define quantities to characterize th…