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researcher

A. Rakhlin

87 papers hereh-index 5812.5k citations176 works total

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

author position
  • first author16
  • middle author34
  • last author37

Across the 87 of 87 papers where every author was matched, so the position is known.

fields
  • cs.LG37
  • stat.ML17
  • math.ST13
  • math.OC6
  • cs.CV4
  • eess.SY4

identity via Semantic Scholar / OpenAlex

activity
20092024
most citedMaking Gradient Descent Optimal for Strongly Convex Stochastic Optimization

519 citations · 2.8k across the 80 of their papers we have counts for

collaborators
Showing 2010 · cs.LGShow all

1 paper · 2 filters

cs.LG2010★ 4 cited

Online Learning via Sequential Complexities

Alexander Rakhlin, Karthik Sridharan, Ambuj Tewari

We consider the problem of sequential prediction and provide tools to study the minimax value of the associated game. Classical statistical learning theory provides several useful…

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