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A. Durmus

88 papers hereh-index 334.9k citations111 works total

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

author position
  • first author24
  • middle author47
  • last author14

Across the 85 of 88 papers where every author was matched, so the position is known.

fields
  • stat.ML31
  • math.PR15
  • stat.CO13
  • cs.LG8
  • stat.ME7
  • math.ST5
same name
  • A. Durmus — 8 papers, h 4
  • A. Durmus — 3 papers, h 10

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
20142026
most citedNon-asymptotic convergence analysis for the Unadjusted Langevin Algorithm

88 citations · 487 across the 78 of their papers we have counts for

collaborators
Showing 2018 · stat.MEShow all

1 paper · 2 filters

stat.ME2018★ 13 cited

Diffusion approximations and control variates for MCMC

Nicolas Brosse, Alain Durmus, Sean Meyn +2

A new methodology is presented for the construction of control variates to reduce the variance of additive functionals of Markov Chain Monte Carlo (MCMC) samplers. Our control vari…

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