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M. Belkin

13 papers hereh-index 9301 citations23 works total

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

author position
  • middle author3
  • last author10

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • stat.ML5
  • cs.CL1
  • math.CO1
same name
  • M. Belkin — 6 papers, h 40
  • M. Belkin — 3 papers, h 10
  • M. Belkin — 2 papers, h 1
  • M. Belkin — 1 paper, h 8
  • M. Belkin — 1 paper, h 2
  • M. Belkin — 1 paper, h 10

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedMechanism of feature learning in convolutional neural networks

3 citations · 5 across the 12 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

cs.LG2026

Revenge of Monosemanticity: Neuron Specialization as a New Form of Feature Learning in MLPs

Amirhesam Abedsoltan, Enric Boix-Adsera, Fivos Kalogiannis +1

Understanding how neural networks learn and organize features is central to understanding their behavior. Much existing theory of feature learning has focused on the emergence of a…

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