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researcher

Nikita Puchkin

6 papers hereh-index 374 citations8 works total

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

author position
  • first author4
  • middle author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • math.ST2
  • math.NA1
  • stat.ML1
same name
  • Nikita Puchkin — 7 papers, h 4
  • Nikita Puchkin — 5 papers, h 2
  • Nikita Puchkin — 4 papers, h 3
  • Nikita Puchkin — 1 paper, h 1

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
20212026
most citedRates of convergence for density estimation with generative adversarial networks

8 citations · 8 across the 6 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2026

Schrödinger bridge problem via empirical risk minimization

Denis Belomestny, Alexey Naumov, Nikita Puchkin +1

We study the Schrödinger bridge problem when the endpoint distributions are available only through samples. Classical computational approaches estimate Schrödinger potentials via S…

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