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researcher

Blake E. Woodworth

27 papers hereh-index 214k citations35 works total

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

author position
  • sole author1
  • first author14
  • middle author6
  • last author6

Across the 27 of 27 papers where every author was matched, so the position is known.

fields
  • cs.LG19
  • math.OC7
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20162023
most citedA Field Guide to Federated Optimization

167 citations · 679 across the 25 of their papers we have counts for

collaborators
Showing 2016 · math.OCShow all

1 paper · 2 filters

math.OC2016★ 49 cited

Tight Complexity Bounds for Optimizing Composite Objectives

Blake Woodworth, Nathan Srebro

We provide tight upper and lower bounds on the complexity of minimizing the average of m convex functions using gradient and prox oracles of the component functions. We show a si…

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