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researcher

Nicolas Berkouk

9 papers hereh-index 6149 citations15 works total

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

author position
  • sole author2
  • first author5
  • last author2

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • math.AT7
  • cs.LG2

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedEphemeral persistence modules and distance comparison

25 citations · 43 across the 9 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023★ 1 cited

Singular Value Representation: A New Graph Perspective On Neural Networks

Dan Meller, Nicolas Berkouk

We introduce the Singular Value Representation (SVR), a new method to represent the internal state of neural networks using SVD factorization of the weights. This construction yiel…

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