ANCER: Anisotropic Certification via Sample-wise Volume Maximization

Francisco Eiras, Motasem Alfarra, M. Pawan Kumar +4

Randomized smoothing has recently emerged as an effective tool that enables certification of deep neural network classifiers at scale. All prior art on randomized smoothing has foc…