RS-Reg: Probabilistic and Robust Certified Regression Through Randomized Smoothing

Aref Miri Rekavandi, Olga Ohrimenko, Benjamin I. P. Rubinstein

Randomized smoothing has shown promising certified robustness against adversaries in classification tasks. Despite such success with only zeroth-order access to base models, random…