Frolov, Alexey

3 publications

ICLR 2026 Curse of Slicing: Why Sliced Mutual Information Is a Deceptive Measure of Statistical Dependence Alexander Semenenko, Ivan Butakov, Ivan Oseledets, Alexey Frolov

ICLR 2025 Efficient Distribution Matching of Representations via Noise-Injected Deep InfoMax Ivan Butakov, Alexander Semenenko, Alexander Tolmachev, Andrey Gladkov, Marina Munkhoeva, Alexey Frolov

ICLR 2024 Information Bottleneck Analysis of Deep Neural Networks via Lossy Compression Ivan Butakov, Alexander Tolmachev, Sofia Malanchuk, Anna Neopryatnaya, Alexey Frolov, Kirill Andreev