Machine learning through cryptographic glasses: combating adversarial attacks by key-based diversified aggregation

by Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy
Published 2020-06-01

Variational Information Bottleneck for Semi-Supervised Classification

by Slava Voloshynovskiy, Olga Taran, Mouad Kondah, Taras Holotyak, Danilo Rezende
Published 2020-08-01

Information Bottleneck Classification in Extremely Distributed Systems

by Denis Ullmann, Shideh Rezaeifar, Olga Taran, Taras Holotyak, Brandon Panos, Slava Voloshynovskiy
Published 2020-10-01