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researcher

A. Rakhlin

46 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 author20
  • last author21

Across the 46 of 46 papers where every author was matched, so the position is known.

fields
  • cs.LG19
  • stat.ML11
  • 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 · 144 across the 24 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.LG2022★ 2 cited

Damped Online Newton Step for Portfolio Selection

Zakaria Mhammedi, Alexander Rakhlin

We revisit the classic online portfolio selection problem, where at each round a learner selects a distribution over a set of portfolios to allocate its wealth. It is known that fo…

stat.ML2022★ 2 cited

Smoothed Online Learning is as Easy as Statistical Learning

Adam Block, Yuval Dagan, Noah Golowich +1

Much of modern learning theory has been split between two regimes: the classical offline setting, where data arrive independently, and the online setting, where data arrive adversa…

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