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researcher

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 2023Show all

1 paper · 1 filter

cs.LG2023

Neural (Tangent Kernel) Collapse

Mariia Seleznova, Dana Weitzner, Raja Giryes +2

This work bridges two important concepts: the Neural Tangent Kernel (NTK), which captures the evolution of deep neural networks (DNNs) during training, and the Neural Collapse (NC)…

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