Maximizing Invariant Data Perturbation with Stochastic Optimization

Kouichi Ikeno, Satoshi Hara

Feature attribution methods, or saliency maps, are one of the most popular approaches for explaining the decisions of complex machine learning models such as deep neural networks.…