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researcher

S. Sra

145 papers hereh-index 6517.9k citations271 works total

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

author position
  • sole author17
  • first author5
  • middle author38
  • last author82

Across the 142 of 145 papers where every author was matched, so the position is known.

fields
  • cs.LG50
  • math.OC42
  • stat.ML16
  • math.FA10
  • cs.CV4
  • math.CA3

identity via Semantic Scholar / OpenAlex

activity
20082026
most citedStochastic Variance Reduction for Nonconvex Optimization

226 citations · 1.9k across the 128 of their papers we have counts for

collaborators
Showing 2013 · stat.MLShow all

1 paper · 2 filters

stat.ML2013

Statistical estimation for optimization problems on graphs

Mikhail Langovoy, Suvrit Sra

Large graphs abound in machine learning, data mining, and several related areas. A useful step towards analyzing such graphs is that of obtaining certain summary statistics - e.g.,…

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