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researcher

A. Rakhlin

44 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 author19
  • last author20

Across the 44 of 44 papers where every author was matched, so the position is known.

fields
  • cs.LG18
  • stat.ML10
  • math.ST8
  • cs.CV3
  • math.OC3
  • eess.IV1

identity via Semantic Scholar / OpenAlex

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

44 citations · 143 across the 23 of their papers we have counts for

collaborators
Showing 2015Show all

1 paper · 1 filter

cs.LG2015★ 3 cited

Hierarchies of Relaxations for Online Prediction Problems with Evolving Constraints

Alexander Rakhlin, Karthik Sridharan

We study online prediction where regret of the algorithm is measured against a benchmark defined via evolving constraints. This framework captures online prediction on graphs, as w…

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