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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 2023Show all

1 paper · 1 filter

cs.LG2023

Two Losses Are Better Than One: Faster Optimization Using a Cheaper Proxy

Blake Woodworth, Konstantin Mishchenko, Francis Bach

We present an algorithm for minimizing an objective with hard-to-compute gradients by using a related, easier-to-access function as a proxy. Our algorithm is based on approximate p…

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