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A. Naumov

32 papers hereh-index 211k citations56 works total

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

author position
  • sole author1
  • first author2
  • middle author28
  • last author1

Across the 32 of 32 papers where every author was matched, so the position is known.

fields
  • math.PR16
  • stat.ML8
  • math.ST5
  • math.OC2
  • math.NA1
same name
  • A. Naumov — 10 papers, h 21
  • A. Naumov — 6 papers, h 25
  • A. Naumov — 3 papers, h 2
  • A. Naumov — 2 papers, h 4
  • A. Naumov — 1 paper, h 4
  • A. Naumov — 1 paper, h 5

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
20122026
most citedFinite Time Analysis of Linear Two-timescale Stochastic Approximation with Markovian Noise

26 citations · 134 across the 27 of their papers we have counts for

collaborators
Showing 2017Show all

3 papers · 1 filter

math.PR2017★ 6 cited

Large ball probability, Gaussian comparison and anti-concentration

Friedrich Götze, Alexey Naumov, Vladimir Spokoiny +1

We derive tight non-asymptotic bounds for the Kolmogorov distance between the probabilities of two Gaussian elements to hit a ball in a Hilbert space. The key property of these bou…

math.PR2017

On Local laws for non-Hermitian random matrices and their products

Friedrich Götze, Alexey Naumov, Alexander Tikhomirov

The aim of this paper is to prove a local version of the circular law for non-Hermitian random matrices and its generalization to the product of non-Hermitian random matrices under…

math.ST2017★ 8 cited

Bootstrap confidence sets for spectral projectors of sample covariance

Alexey Naumov, Vladimir Spokoiny, Vladimir Ulyanov

Let X1​,…,Xn​ be i.i.d. sample in Rp with zero mean and the covariance matrix Σ. The problem of recovering the projector onto an eigenspace of $\m…

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