Statistical learning based on Markovian data maximal deviation inequalities and learning rates

Stéphan Clémençon; Patrice Bertail; Gabriela Ciołek

doi:10.1007/s10472-019-09670-6

Journal articles

Statistical learning based on Markovian data maximal deviation inequalities and learning rates

Stéphan Clémençon ^{1, 2} Patrice Bertail ^{3, 4} Gabriela Ciołek ³

1 LTCI - Laboratoire Traitement et Communication de l'Information

2 IDS - Département Images, Données, Signal

3 MODAL'X - Modélisation aléatoire de Paris X

4 FP2M - Fédération Parisienne de Modélisation Mathématique

Document type :

Journal articles

Domain :

Mathematics [math]

Statistics [stat] / Machine Learning [stat.ML]

Mathematics [math] / Statistics [math.ST]

Mathematics [math] / Probability [math.PR]

Complete list of metadata

https://hal.telecom-paris.fr/hal-02463908
Contributor : Stephan Clémençon Connect in order to contact the contributor
Submitted on : Sunday, February 2, 2020 - 1:00:25 PM
Last modification on : Wednesday, November 3, 2021 - 9:36:47 AM

Statistical learning based on Markovian data maximal deviation inequalities and learning rates

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Statistical learning based on Markovian data maximal deviation inequalities and learning rates

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