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researcher

Sergey Samsonov

HSE University, Moscow, Russia

39 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 author4
  • middle author16
  • last author18

Across the 38 of 39 papers where every author was matched, so the position is known.

fields
  • stat.ML21
  • math.ST5
  • math.PR4
  • math.OC3
  • cs.LG2
  • math.NA2
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 · 31 across the 37 of their papers we have counts for

collaborators
Showing 2023 · math.STShow all

1 paper · 2 filters

math.ST2023

Theoretical guarantees for neural control variates in MCMC

Denis Belomestny, Artur Goldman, Alexey Naumov +1

In this paper, we propose a variance reduction approach for Markov chains based on additive control variates and the minimization of an appropriate estimate for the asymptotic vari…

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