Information Bottleneck Analysis of Deep Neural Networks via Lossy Compression. - Ivan Butakov; Aleksander Tolmachev; Sofia Malanchuk; Anna Neopryatnaya; Alexey A. Frolov; Kirill V. Andreev (ICLR, 2024)

Mutual Information Estimation via Normalizing Flows. - Ivan Butakov; Aleksander Tolmachev; Sofia Malanchuk; Anna Neopryatnaya; Alexey A. Frolov (NeurIPS, 2024)