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  • 1-6 ل  6 نتائج ل ""Supervised Machine Learning""

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Collection : Universite De La Polynesie Francaise (Upf)
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Report

Sensitivity of the Gibbs Algorithm to Data Aggregation in Supervised Machine Learning ; Sensibilité de la Valeur Espérée du Risque Empirique Induit par l’Algorithme de Gibbs dans le Problème d’Apprentissage Supervisé

Subjects: Relative Entropy Regular- ization; Empirical Risk Minimization; Maximum Entropy Principle

  • Source: https://hal.science/hal-03703628 ; [Research Report] RR-9474, Inria. 2022, pp.22.

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Conference

Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure

Subjects: Supervised Machine Learning; Worst-Case; Generalization GapVancouverVancouver, Canada

  • Source: AAAI 2024 - Conference on Artificial Intelligence ; https://inria.hal.science/hal-04353957 ; AAAI 2024 - Conference on Artificial Intelligence, Feb 2024, Vancouver, Canada. pp.17271-17279,

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Academic Journal

The Worst-Case Data-Generating Probability Measure in Statistical Learning

Subjects: Supervised Machine Learning; Worst-Case; Generalization Error

  • Source: EISSN: 2641-8770 ; IEEE Journal on Selected Areas in Information Theory ; https://inria.hal.science/hal-04442591 ; IEEE Journal on Selected Areas in Information Theory, 2024, 5, pp.175-189.

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Report

An Exact Characterization of the Generalization Error of Machine Learning Algorithms ; Une caractérisation exacte de l'erreur de généralisation pour des algorithmes d'apprentissage automatique

Subjects: Supervised Machine Learning; Worst-Case; Generalization Gap

  • Source: https://inria.hal.science/hal-04442566 ; RR-9539, INRIA. 2024, pp.65.

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Report

The Worst-Case Data-Generating Probability Measure in Statistical Learning

Subjects: Supervised Machine Learning; Worst-Case; Generalization Gap

  • Source: https://inria.hal.science/hal-04442591 ; 2024.

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Report

The Worst-Case Data-Generating Probability Measure ; La mesure de probabilité génératrice de données dans le pire des cas

Subjects: Supervised Machine Learning; Worst-Case; Generalization Gap

  • Source: https://inria.hal.science/hal-04181971 ; RR-9515, INRIA. 2023.

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  • 1-6 ل  6 نتائج ل ""Supervised Machine Learning""