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M. Chertkov

8 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 author5
  • first author2
  • last author1

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • math.OC1
  • quant-ph1
  • stat.ML1
same name
  • M. Chertkov — 1 paper, h 47

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
collaborators
Showing math.OCShow all

1 paper · 1 filter

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.