Certified Robustness via Randomized Smoothing over Multiplicative Parameters. - Nikita Muravev; Aleksandr Petiushko (CoRR, 2021)

CC-CERT: A Probabilistic Approach to Certify General Robustness of Neural Networks. - Mikhail Pautov; Nurislam Tursynbek; Marina Munkhoeva; Nikita Muravev; Aleksandr Petiushko; Ivan V. Oseledets (AAAI, 2022)

Certified Robustness via Randomized Smoothing over Multiplicative Parameters of Input Transformations. - Nikita Muravev; Aleksandr Petiushko (IJCAI, 2022)

ScaleFace: Uncertainty-aware Deep Metric Learning. - Roman Kail; Kirill Fedyanin; Nikita Muravev; Alexey Zaytsev 002; Maxim Panov (DSAA, 2023)