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researcher

Berfin Şimşek

11 papers hereh-index 6239 citations16 works total

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

author position
  • first author3
  • middle author8

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cond-mat.dis-nn1
  • cs.NE1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedWeight-space symmetry in deep networks gives rise to permutation saddles, connected by equal-loss valleys across the loss landscape

17 citations · 29 across the 10 of their papers we have counts for

collaborators
Showing cond-mat.dis-nnShow all

1 paper · 1 filter

cond-mat.dis-nn2023

Statistical physics, Bayesian inference and neural information processing

Erin Grant, Sandra Nestler, Berfin Şimşek +1

Lecture notes from the course given by Professor Sara A. Solla at the Les Houches summer school on "Statistical physics of Machine Learning". The notes discuss neural information p…

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