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Mariia Seleznova

8 papers hereh-index 5129 citations12 works total

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

author position
  • sole author1
  • first author5
  • middle author2

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

fields
  • cs.LG7
  • cs.IR1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedNeural Tangent Kernel Beyond the Infinite-Width Limit: Effects of Depth and Initialization

5 citations · 7 across the 7 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022★ 5 cited

Neural Tangent Kernel Beyond the Infinite-Width Limit: Effects of Depth and Initialization

Mariia Seleznova, Gitta Kutyniok

Neural Tangent Kernel (NTK) is widely used to analyze overparametrized neural networks due to the famous result by Jacot et al. (2018): in the infinite-width limit, the NTK is dete…

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