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E. Golikov

7 papers hereh-index 7199 citations17 works total

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

author position
  • sole author4
  • first author2
  • last author1

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

fields
  • cs.LG5
  • math.OC1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20172020
most citedAn Essay on Optimization Mystery of Deep Learning

1 citations · 1 across the 4 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2020

Towards a General Theory of Infinite-Width Limits of Neural Classifiers

Eugene A. Golikov

Obtaining theoretical guarantees for neural networks training appears to be a hard problem in a general case. Recent research has been focused on studying this problem in the limit…

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