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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 2012 · math.STShow all

1 paper · 2 filters

math.ST2012★ 54 cited

Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation

Sylvain Arlot, Matthieu Lerasle

This paper studies V-fold cross-validation for model selection in least-squares density estimation. The goal is to provide theoretical grounds for choosing V in order to minimize t…

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