Sofia Malanchuk

According to our database, Sofia Malanchuk authored at least 2 papers in 2024.

Collaborative distances:

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

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 37: 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 Andreev

Proceedings of the Twelfth International Conference on Learning Representations, 2024