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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 2009Show all

1 paper · 1 filter

cs.LG2009★ 16 cited

A Stochastic View of Optimal Regret through Minimax Duality

Jacob Abernethy, Alekh Agarwal, Peter L. Bartlett +1

We study the regret of optimal strategies for online convex optimization games. Using von Neumann's minimax theorem, we show that the optimal regret in this adversarial setting is…

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