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Sergey Samsonov

HSE University, Moscow, Russia

28 papers hereh-index 13416 citations45 works total

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

author position
  • first author3
  • middle author12
  • last author12

Across the 27 of 28 papers where every author was matched, so the position is known.

fields
  • stat.ML17
  • math.OC3
  • math.ST3
  • math.PR2
  • cs.DC1
  • cs.LG1
affiliations
  • HSE University, Moscow, Russia
Homepage
same name
  • Sergey Samsonov — 7 papers, h 3

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
20192026
most citedTight High Probability Bounds for Linear Stochastic Approximation with Fixed Stepsize

8 citations · 13 across the 21 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

math.ST2019

Variance reduction for Markov chains with application to MCMC

D. Belomestny, L. Iosipoi, E. Moulines +2

In this paper we propose a novel variance reduction approach for additive functionals of Markov chains based on minimization of an estimate for the asymptotic variance of these fun…

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