Aleksei Kuvshinov

Completing the Picture: Randomized Smoothing Suffers from the Curse of Dimensionality for a Large Family of Distributions

Stephan Günnemann, Aleksandar Bojchevski, Yihan Wu, 2021, AISTATS.

Intriguing Properties of Input-dependent Randomized Smoothing pdf

Stephan Günnemann, Aleksei Kuvshinov, Peter Súkeník, 2021, ArXiv.