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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 · cs.LGShow all

1 paper · 2 filters

cs.LG2013★ 62 cited

Reflection methods for user-friendly submodular optimization

Stefanie Jegelka, Francis Bach, Suvrit Sra

Recently, it has become evident that submodularity naturally captures widely occurring concepts in machine learning, signal processing and computer vision. Consequently, there is n…

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