Randomized smoothing for certified robustness

Описание к видео Randomized smoothing for certified robustness

We give a short proof of the Cohen-Rosenfeld-Kolter theorem on the certified robustness of randomized smoothing.

Cohen-Rosenfeld-Kolter paper: https://arxiv.org/abs/1902.02918
Presented proof can be found in Salman-Yang-Li-Zhang-Zhang-Razenshteyn-Bubeck: https://arxiv.org/abs/1906.04584
For more background on adversarial examples see e.g., this video:    • Adversarial Examples  

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