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researcher

Giang Tran

17 papers hereh-index 14967 citations26 works total

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

author position
  • first author2
  • middle author8
  • last author7

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • math.NA3
  • stat.ML3
  • cs.IT2
  • cs.CL1
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20132026
most cited2D Empirical Transforms. Wavelets, Ridgelets and Curvelets revisited

184 citations · 270 across the 14 of their papers we have counts for

collaborators
Showing 2023 · stat.MLShow all

1 paper · 2 filters

stat.ML2023

Generalization Bound for Diffusion Models using Random Features

Esha Saha, Giang Tran

Diffusion probabilistic models have been successfully used to generate data from noise. However, most diffusion models are computationally expensive and difficult to interpret with…

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