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researcher

A. Rakhlin

39 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 author5
  • middle author18
  • last author16

Across the 39 of 39 papers where every author was matched, so the position is known.

fields
  • cs.LG16
  • stat.ML10
  • math.ST7
  • cs.CV3
  • eess.IV1
  • eess.SY1

identity via Semantic Scholar / OpenAlex

activity
20092024
most citedTheory of Deep Learning IIb: Optimization Properties of SGD

44 citations · 142 across the 21 of their papers we have counts for

collaborators
Showing 2016 · math.STShow all

1 paper · 2 filters

math.ST2016

Inference via Message Passing on Partially Labeled Stochastic Block Models

T. Tony Cai, Tengyuan Liang, Alexander Rakhlin

We study the community detection and recovery problem in partially-labeled stochastic block models (SBM). We develop a fast linearized message-passing algorithm to reconstruct labe…

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