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Soumyadip Ghosh

15 papers hereh-index 201.8k citations105 works total

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

author position
  • first author10
  • middle author3
  • last author2

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • stat.ML5
  • cs.DC2
  • cs.LG2
  • stat.CO2
  • math.CA1
  • math.FA1
same name
  • Soumyadip Ghosh — 5 papers, h 1
  • Soumyadip Ghosh — 1 paper, h 4
  • Soumyadip Ghosh — 1 paper, h 0

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
20102026
most citedSlow and Stale Gradients Can Win the Race: Error-Runtime Trade-offs in Distributed SGD

27 citations · 50 across the 13 of their papers we have counts for

collaborators
Showing stat.COShow all

2 papers · 1 filter

stat.CO2021★ 1 cited

HMC, an Algorithms in Data Mining, the Functional Analysis approach

Soumyadip Ghosh, Yingdong Lu, Tomasz Nowicki

The main purpose of this paper is to facilitate the communication between the Analytic, Probabilistic and Algorithmic communities. We present a proof of convergence of the Hamilton…

stat.CO2016★ 1 cited

Efficient Estimation in the Tails of Gaussian Copulas

Kalyani Nagaraj, Jie Xu, Raghu Pasupathy +1

We consider the question of efficient estimation in the tails of Gaussian copulas. Our special focus is estimating expectations over multi-dimensional constrained sets that have a…

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