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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 2015Show all

1 paper · 1 filter

math.PR2015

Robust Analysis in Stochastic Simulation: Computation and Performance Guarantees

Soumyadip Ghosh, Henry Lam

Any performance analysis based on stochastic simulation is subject to the errors inherent in misspecifying the modeling assumptions, particularly the input distributions. In situat…

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