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researcher

Aaron Sidford

90 papers hereh-index 477.8k citations128 works total

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

author position
  • first author4
  • middle author29
  • last author57

Across the 90 of 90 papers where every author was matched, so the position is known.

fields
  • cs.DS58
  • math.OC15
  • cs.LG7
  • stat.ML6
  • cs.CC3
  • quant-ph1
same name
  • Aaron Sidford — 35 papers, h 14
  • Aaron Sidford — 7 papers, h 3
  • Aaron Sidford — 3 papers
  • Aaron Sidford — 1 paper
  • Aaron Sidford — 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
20132025
most citedParallelizing Stochastic Gradient Descent for Least Squares Regression: mini-batching, averaging, and model misspecification

87 citations · 862 across the 74 of their papers we have counts for

collaborators
Showing 2014 · stat.MLShow all

1 paper · 2 filters

stat.ML2014★ 30 cited

Competing with the Empirical Risk Minimizer in a Single Pass

Roy Frostig, Rong Ge, Sham M. Kakade +1

In many estimation problems, e.g. linear and logistic regression, we wish to minimize an unknown objective given only unbiased samples of the objective function. Furthermore, we ai…

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