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M. Chertkov

9 papers hereh-index 324 citations11 works total

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

author position
  • sole author6
  • first author2
  • last author1

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • math.OC1
  • quant-ph1
  • stat.ML1
same name
  • M. Chertkov — 171 papers, h 47
  • M. Chertkov — 6 papers, h 12
  • M. Chertkov — 1 paper, h 2
  • M. Chertkov — 1 paper, h 2
  • M. Chertkov — 1 paper, h 1
  • M. Chertkov — 1 paper, h 0

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
20242026
most citedHarmonic Path Integral Diffusion

2 citations · 2 across the 7 of their papers we have counts for

collaborators
Showing 2026 · math.OCShow all

1 paper · 2 filters

math.OC2026

Mean-Field Path-Integral Diffusion: From Samples to Interacting Agents

Michael Chertkov

Independent sample generation is the prevailing paradigm in modern diffusion-based generative models of AI. We ask a different question: can samples \emph{coordinate} through share…

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