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SIERRA: Apprentissage Statistique et optimisation

France

53 papers here3.4k citations across 53
fields
  • math.OC15
  • cs.LG14
  • stat.ML13
  • math.ST7
  • cs.SD2
  • cs.CL1
  • cs.DL1
ROR 0485z7y90OpenAlex

affiliations via OpenAlex

output
20102023
most citedTensorizing Neural Networks

604 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

  • F. Bach23 · h 108
  • A. d'Aspremont7 · h 31
  • Simon Lacoste-Julien6 · h 50
  • Adrien B. Taylor5 · h 24
  • Alessandro Rudi5 · h 27
  • Damien Scieur3 · h 14
  • Fabian Pedregosa3 · h 29
  • Alex Nowak-Vila2 profiles2 · h 3
  • Amaury Habrard2 · h 28
  • A. Osokin2 · h 14
  • A. Podosinnikova2 · h 4
  • Aymeric Dieuleveut2 · h 22
collaborating institutions
  • École Normale Supérieure - PSLFR41 papers
  • Institut national de recherche en sciences et technologies du numériqueFR30 papers
  • Département d'InformatiqueFR17 papers
  • Centre National de la Recherche ScientifiqueFR6 papers
  • Université Paris Sciences et LettresFR5 papers
  • CentraleSupélecFR3 papers
  • École Normale SupérieureBI3 papers
  • Institut Polytechnique de ParisFR3 papers
  • Laboratoire Traitement et Communication de l’InformationFR3 papers
  • Massachusetts Institute of TechnologyUS3 papers
  • CEA Paris-Saclay - Etablissement de SaclayFR2 papers
  • Centre de Vision NumériqueFR2 papers
Showing 2013 · math.STShow all

1 paper · 2 filters

math.ST2013★ 39 cited

Adaptivity of averaged stochastic gradient descent to local strong convexity for logistic regression

Francis Bach

In this paper, we consider supervised learning problems such as logistic regression and study the stochastic gradient method with averaging, in the usual stochastic approximation s…

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