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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 cs.NEShow all

1 paper · 1 filter

cs.NE2023

Expand-and-Cluster: Parameter Recovery of Neural Networks

Flavio Martinelli, Berfin Simsek, Wulfram Gerstner +1

Can we identify the weights of a neural network by probing its input-output mapping? At first glance, this problem seems to have many solutions because of permutation, overparamete…

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