Generalization Certificates for Adversarially Robust Bayesian Linear Regression

Mahalakshmi Sabanayagam, Russell Tsuchida, Cheng Soon Ong +1

Adversarial robustness of machine learning models is critical to ensuring reliable performance under data perturbations. Recent progress has been on point estimators, and this pape…