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researcher

Ahmed S. Hefny

11 papers hereh-index 121.9k citations30 works total

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

author position
  • first author4
  • middle author7

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • stat.ML6
  • math.OC2
  • cs.CV1
  • cs.LG1
  • math.NA1

identity via Semantic Scholar / OpenAlex

activity
20122021
most citedStochastic Variance Reduction for Nonconvex Optimization

226 citations · 408 across the 9 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2015★ 107 cited

On Variance Reduction in Stochastic Gradient Descent and its Asynchronous Variants

Sashank J. Reddi, Ahmed Hefny, Suvrit Sra +2

We study optimization algorithms based on variance reduction for stochastic gradient descent (SGD). Remarkable recent progress has been made in this direction through development o…

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