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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 2024Show all

1 paper · 1 filter

math.ST2024

Parallelized Midpoint Randomization for Langevin Monte Carlo

Lu Yu, Arnak Dalalyan

We study the problem of sampling from a target probability density function in frameworks where parallel evaluations of the log-density gradient are feasible. Focusing on smooth an…

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