Ivan Butakov

According to our database, Ivan Butakov authored at least 6 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Curse of Slicing: Why Sliced Mutual Information is a Deceptive Measure of Statistical Dependence.

Alexander Semenenko, Ivan Butakov, Alexey A. Frolov, Ivan V. Oseledets

CoRR, June, 2025

InfoBridge: Mutual Information estimation via Bridge Matching.

Sergei Kholkin, Ivan Butakov, Evgeny Burnaev, Nikita Gushchin, Alexander Korotin

CoRR, February, 2025

Efficient Distribution Matching of Representations via Noise-Injected Deep InfoMax.

Ivan Butakov, Alexander Semenenko, Alexander Tolmachev, Andrey Gladkov, Marina Munkhoeva, Alexey A. Frolov

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Efficient Distribution Matching of Representations via Noise-Injected Deep InfoMax.

Ivan Butakov, Alexander Semenenko, Aleksander Tolmachev, Andrey Gladkov, Marina Munkhoeva, Alexey A. Frolov

CoRR, 2024

Mutual Information Estimation via Normalizing Flows.

Ivan Butakov, Aleksander Tolmachev, Sofia Malanchuk, Anna Neopryatnaya, Alexey A. Frolov

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Information Bottleneck Analysis of Deep Neural Networks via Lossy Compression.

Ivan Butakov, Aleksander Tolmachev, Sofia Malanchuk, Anna Neopryatnaya, Alexey A. Frolov, Kirill V. Andreev

Proceedings of the Twelfth International Conference on Learning Representations, 2024