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Shunta Akiyama

1 paper here

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author position
  • middle author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • stat.ML1
same name
  • Shunta Akiyama — 3 papers

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

most citedDiffusion Models are Minimax Optimal Distribution Estimators

8 citations · 8 across the 1 of their papers we have counts for

collaborators

1 paper

stat.ML2023★ 8 cited

Diffusion Models are Minimax Optimal Distribution Estimators

Kazusato Oko, Shunta Akiyama, Taiji Suzuki

While efficient distribution learning is no doubt behind the groundbreaking success of diffusion modeling, its theoretical guarantees are quite limited. In this paper, we provide t…

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