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researcher

Berfin Şimşek

3 papers here

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

author position
  • first author1
  • middle author2

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

fields
  • cs.LG2
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedWeight-space symmetry in deep networks gives rise to permutation saddles, connected by equal-loss valleys across the loss landscape

17 citations · 18 across the 2 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2020

Implicit Regularization of Random Feature Models

Arthur Jacot, Berfin Şimşek, Francesco Spadaro +2

Random Feature (RF) models are used as efficient parametric approximations of kernel methods. We investigate, by means of random matrix theory, the connection between Gaussian RF m…

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