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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 stat.MLShow all

1 paper · 1 filter

stat.ML2023

ELF: Federated Langevin Algorithms with Primal, Dual and Bidirectional Compression

Avetik Karagulyan, Peter Richtárik

Federated sampling algorithms have recently gained great popularity in the community of machine learning and statistics. This paper studies variants of such algorithms called Error…

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