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researcher

I. Butakov

8 papers hereh-index 356 citations10 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author4

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG8

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedMutual Information Estimation via Normalizing Flows

2 citations · 3 across the 8 of their papers we have counts for

collaborators
Showing 2023 · cs.LGShow all

1 paper · 2 filters

cs.LG2023★ 1 cited

Information Bottleneck Analysis of Deep Neural Networks via Lossy Compression

Ivan Butakov, Alexander Tolmachev, Sofia Malanchuk +3

The Information Bottleneck (IB) principle offers an information-theoretic framework for analyzing the training process of deep neural networks (DNNs). Its essence lies in tracking…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.