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Conference

A general approximation lower bound in $L^p$ norm, with applications to feed-forward neural networks

Subjects: neural networks; approximation theory; lower boundsNew-Orleans; United States

  • Source: Advances in Neural Information Processing Systems ; https://hal.science/hal-03690079 ; Advances in Neural Information Processing Systems, Dec 2022, New-Orleans, United States

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Academic Journal

Optimal functional supervised classification with separation condition

Subjects: Supervised classification; Functional data; [STAT.TH]Statistics [stat]/Statistics Theory [stat.TH]

  • Source: ISSN: 1350-7265 ; Bernoulli ; https://hal.science/hal-01679648 ; Bernoulli, 2020, 26 (3), pp.1797-1831. ⟨10.3150/19-BEJ1170⟩ ; https://projecteuclid.org/euclid.bj/1587974524.

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Academic Journal

Fano's inequality for random variables

Subjects: Information theory; Lower bounds; Multiple-hypotheses testing

  • Source: ISSN: 0883-4237 ; Statistical Science ; https://hal.science/hal-01470862 ; Statistical Science, 2020, 35 (2), pp.178-201.

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Conference

A Chaining Algorithm for Online Nonparametric Regression

Subjects: individual sequences; chaining; online learningParis; France

  • Source: PMLR ; COLT 2015 ; https://hal.science/hal-01120813 ; COLT 2015, Jul 2015, Paris, France. pp.764-796

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  • 1-6 ل  6 نتائج ل ""Gerchinovitz, Sébastien""