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researcher

Thomas Bonis

9 papers hereh-index 6172 citations26 works total

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

author position
  • sole author5
  • first author4

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

fields
  • math.PR5
  • cs.CG1
  • math.ST1
  • stat.CO1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedStein's method for normal approximation in Wasserstein distances with application to the multivariate Central Limit Theorem

36 citations · 36 across the 7 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

math.ST2026

Optimal score function estimation via derivatives constraints

Thomas Bonis, Thanh Mai Pham Ngoc, Viet Chi Tran

We provide a statistical theory explaining why empirical score matching can achieve minimax optimal performance for diffusion generative models when the data distribution is suppor…

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