Data dependent randomized smoothing

Randomized smoothing is a recent technique that achieves state-of-art performance in training certifiably robust deep neural networks. While the smoothing family of distributions is often connected to the choice of the norm used for certification, the parameters of these distributions are always set...

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Bibliographic Details
Main Authors: Alfarra, M, Bibi, A, Torr, P, Ghanem, B
Format: Conference item
Language:English
Published: PMLR 2022