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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 2015 · math.OCShow all

2 papers · 2 filters

math.OC2015★ 2 cited

An O(nlog(n)) Algorithm for Projecting Onto the Ordered Weighted ℓ1​ Norm Ball

Damek Davis

The ordered weighted ℓ1​ (OWL) norm is a newly developed generalization of the Octogonal Shrinkage and Clustering Algorithm for Regression (OSCAR) norm. This norm has desirabl…

math.OC2015★ 43 cited

A Three-Operator Splitting Scheme and its Optimization Applications

Damek Davis, Wotao Yin

Operator splitting schemes have been successfully used in computational sciences to reduce complex problems into a series of simpler subproblems. Since 1950s, these schemes have be…

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