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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 2014 · math.STShow all

1 paper · 2 filters

math.ST2014★ 26 cited

Geometric Inference for General High-Dimensional Linear Inverse Problems

T. Tony Cai, Tengyuan Liang, Alexander Rakhlin

This paper presents a unified geometric framework for the statistical analysis of a general ill-posed linear inverse model which includes as special cases noisy compressed sensing,…

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