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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 2014Show all

1 paper · 1 filter

math.PR2014

Subgeometric rates of convergence in Wasserstein distance for Markov chains

Alain Durmus, Gersende Fort, Eric Moulines

In this paper, we provide sufficient conditions for the existence of the invariant distribution and for subgeometric rates of convergence in Wasserstein distance for general state-…

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