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researcher

Avetik G. Karagulyan

ENSAE - CREST

14 papers hereh-index 6453 citations15 works total

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

author position
  • sole author1
  • first author3
  • middle author6
  • last author3

Across the 13 of 14 papers where every author was matched, so the position is known.

fields
  • math.ST8
  • math.OC3
  • cs.LG1
  • math.AP1
  • stat.ML1
affiliations
  • ENSAE - CREST

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedUser-friendly guarantees for the Langevin Monte Carlo with inaccurate gradient

192 citations · 220 across the 13 of their papers we have counts for

collaborators
Showing 2017Show all

1 paper · 1 filter

math.ST2017★ 192 cited

User-friendly guarantees for the Langevin Monte Carlo with inaccurate gradient

Arnak S. Dalalyan, Avetik G. Karagulyan

In this paper, we study the problem of sampling from a given probability density function that is known to be smooth and strongly log-concave. We analyze several methods of approxi…

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