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A. Tolmachev

1 paper hereh-index 229 citations3 works total

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

author position
  • middle author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.LG1
same name
  • A. Tolmachev — 1 paper, h 1
  • A. Tolmachev — 1 paper, h 6

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

collaborators

1 paper

cs.LG2024

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.