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researcher

S. Sodin

45 papers hereh-index 171k citations67 works total

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

author position
  • sole author14
  • last author31

Across the 45 of 45 papers where every author was matched, so the position is known.

fields
  • math-ph16
  • math.PR14
  • math.CA5
  • math.FA3
  • math.SP2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20052026
most citedNon-backtracking random walks mix faster

126 citations · 375 across the 42 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2026

Randomly initialized autoencoders: fixed points and edge-of-chaos

Leonid Berlyand, Roman Sarapin, Yitzchak Shmalo +2

In this paper we study autoencoders, a special class of deep neural nets (DNNs) whose performance can be characterized via their fixed points. This perspective naturally raises que…

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