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researcher

Aaron Defazio

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32 papers hereh-index 235.8k citations49 works total

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

author position
  • sole author5
  • first author15
  • middle author8
  • last author3

Across the 31 of 32 papers where every author was matched, so the position is known.

fields
  • cs.LG22
  • eess.IV6
  • stat.ML2
  • cs.CV1
  • stat.CO1
affiliations
  • Meta
Homepage
same name
  • Aaron Defazio — 7 papers, h 4
  • Aaron Defazio — 2 papers, h 2

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
20122023
most citedSAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives

927 citations · 2.1k across the 31 of their papers we have counts for

collaborators
Showing 2016Show all

1 paper · 1 filter

stat.ML2016★ 57 cited

A Simple Practical Accelerated Method for Finite Sums

Aaron Defazio

We describe a novel optimization method for finite sums (such as empirical risk minimization problems) building on the recently introduced SAGA method. Our method achieves an accel…

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