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Sergey Samsonov

HSE University, Moscow, Russia

5 papers hereh-index 13416 citations45 works total

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

author position
  • middle author3
  • last author2

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • math.ST2
  • stat.ML2
  • cs.DC1
affiliations
  • HSE University, Moscow, Russia
Homepage
same name
  • Sergey Samsonov — 1 paper

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
20192024
most citedTight High Probability Bounds for Linear Stochastic Approximation with Fixed Stepsize

8 citations · 13 across the 5 of their papers we have counts for

collaborators
Showing cs.DCShow all

1 paper · 1 filter

cs.DC2024

Queuing dynamics of asynchronous Federated Learning

Louis Leconte, Matthieu Jonckheere, Sergey Samsonov +1

We study asynchronous federated learning mechanisms with nodes having potentially different computational speeds. In such an environment, each node is allowed to work on models wit…

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