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researcher

Sonali Singh

5 papers hereh-index 6122 citations11 works total

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

author position
  • middle author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.AR1
  • cs.PF1
same name
  • Sonali Singh — 1 paper, 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
20212025
most citedExploiting Activation based Gradient Output Sparsity to Accelerate Backpropagation in CNNs

2 citations · 4 across the 5 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022★ 1 cited

Analysis of Distributed Deep Learning in the Cloud

Aakash Sharma, Vivek M. Bhasi, Sonali Singh +6

We aim to resolve this problem by introducing a comprehensive distributed deep learning (DDL) profiler, which can determine the various execution "stalls" that DDL suffers from whi…

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