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researcher

A. Dalalyan

51 papers hereh-index 283.6k citations95 works total

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

author position
  • sole author6
  • first author19
  • middle author4
  • last author21

Across the 50 of 51 papers where every author was matched, so the position is known.

fields
  • math.ST44
  • stat.ML3
  • math.PR2
  • cs.LG1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20052026
most citedUser-friendly guarantees for the Langevin Monte Carlo with inaccurate gradient

192 citations · 1.1k across the 46 of their papers we have counts for

collaborators
Showing 2026 · math.STShow all

1 paper · 2 filters

math.ST2026

Improved Guarantees for Langevin Monte Carlo with Average Smoothness

Arnak S. Dalalyan, Avetik Karagulyan

We establish improved nonasymptotic bounds for Langevin Monte Carlo in the strongly log-concave setting, when the error is measured by the Wasserstein distance. The main result sho…

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