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Alexandre Défossez

1 paper here

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

author position
  • first author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.LG1
ORCID 0000-0003-3616-1968
same name
  • Alexandre Défossez — 4 papers, h 9

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

most citedConstant Step Size Least-Mean-Square: Bias-Variance Trade-offs and Optimal Sampling Distributions

8 citations · 8 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2014★ 8 cited

Constant Step Size Least-Mean-Square: Bias-Variance Trade-offs and Optimal Sampling Distributions

Alexandre Défossez, Francis Bach

We consider the least-squares regression problem and provide a detailed asymptotic analysis of the performance of averaged constant-step-size stochastic gradient descent (a.k.a. le…

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