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researcher

Damek Davis

49 papers hereh-index 243.2k citations74 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author7
  • first author31
  • middle author8
  • last author3

Across the 49 of 49 papers where every author was matched, so the position is known.

fields
  • math.OC35
  • stat.ML5
  • cs.LG3
  • math.PR3
  • cs.CV1
  • math.AG1
same name
  • Damek Davis — 2 papers, h 3
  • Damek Davis — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20092026
most citedStochastic subgradient method converges at the rate O(k−1/4) on weakly convex functions

43 citations · 280 across the 42 of their papers we have counts for

collaborators
Showing 2023 · math.OCShow all

1 paper · 2 filters

math.OC2023

Asymptotic normality and optimality in nonsmooth stochastic approximation

Damek Davis, Dmitriy Drusvyatskiy, Liwei Jiang

In their seminal work, Polyak and Juditsky showed that stochastic approximation algorithms for solving smooth equations enjoy a central limit theorem. Moreover, it has since been a…

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