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researcher

Shivam Gupta

12 papers hereh-index 8146 citations14 works total

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

author position
  • first author9
  • middle author3

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • math.ST4
  • cs.DS1
  • q-fin.TR1
  • stat.ML1
same name
  • Shivam Gupta — 7 papers, h 8
  • Shivam Gupta — 6 papers, h 5
  • Shivam Gupta — 6 papers, h 2
  • Shivam Gupta — 2 papers, h 4
  • Shivam Gupta — 2 papers
  • Shivam Gupta — 2 papers, h 2

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
20222026
most citedDiffusion Posterior Sampling is Computationally Intractable

2 citations · 4 across the 11 of their papers we have counts for

collaborators
Showing 2024 · cs.LGShow all

2 papers · 2 filters

cs.LG2024

Faster Diffusion Sampling with Randomized Midpoints: Sequential and Parallel

Shivam Gupta, Linda Cai, Sitan Chen

Sampling algorithms play an important role in controlling the quality and runtime of diffusion model inference. In recent years, a number of works~\cite{chen2023sampling,chen2023od…

cs.LG2024★ 2 cited

Diffusion Posterior Sampling is Computationally Intractable

Shivam Gupta, Ajil Jalal, Aditya Parulekar +2

Diffusion models are a remarkably effective way of learning and sampling from a distribution p(x). In posterior sampling, one is also given a measurement model p(y∣x) and…

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