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researcher

A. Neopryatnaya

3 papers hereh-index 355 citations6 works total

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • math.CO1

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedConstructing 5-chromatic unit distance graphs embedded in the Euclidean plane and two-dimensional spheres

6 citations · 9 across the 3 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

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.