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  • 1-10 ل  42 نتائج ل ""Electrical and Computer Engineering""

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Collection : Universite De La Polynesie Francaise (Upf)
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Academic Journal

Empirical Risk Minimization with Relative Entropy Regularization

Subjects: Supervised Learning; PAC-Learning; Regularization

  • Source: ISSN: 0018-9448 ; IEEE Transactions on Information Theory ; https://hal.science/hal-03849748 ; IEEE Transactions on Information Theory, In press, pp.1-1. ⟨10.1109/TIT.2024.3365728⟩.

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Conference

Empirical Risk Minimization with Relative Entropy Regularization: Optimality and Sensitivity Analysis

Subjects: Learning Theory; PAC-Learning; RegularizationEspoo; Finland

  • Source: ISIT 2022 - IEEE International Symposium on Information Theory ; https://inria.hal.science/hal-03561396 ; ISIT 2022 - IEEE International Symposium on Information Theory, Jun 2022, Espoo, Finland.

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Empirical Risk Minimization with Relative Entropy Regularization ; Minimisation du Risque Empirique avec Régularisation par l’Entropie Relative

Subjects: Relative Entropy; Empirical Risk Minimization; Gibbs Measure

  • Source: https://hal.science/hal-03560072 ; [Research Report] RR-9454, Inria. 2022.

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Empirical Risk Minimization with Relative Entropy Regularization ; Minimisation du Risque Empirique avec Régularisation par l’Entropie Relative

Subjects: Relative Entropy; Empirical Risk Minimization; Gibbs Measure

  • Source: https://hal.science/hal-03560072 ; [Research Report] RR-9454, Inria. 2022.

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Generalization Error of f -Divergence Stabilized Algorithms via Duality

Subjects: empirical risk minimization; f -divergence regularization; statistical learning

  • Source: https://inria.hal.science/hal-04969347 ; 2025.

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Proofs for Folklore Theorems on the Radon-Nikodym Derivative

Subjects: [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]; [INFO.INFO-IT]Computer Science [cs]/Information Theory [cs.IT]; [MATH.MATH-PR]Mathematics [math]/Probability [math.PR]

  • Source: https://inria.hal.science/hal-04969319 ; 2025.

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Variations on the Expectation due to Changes in the Probability Measure

Subjects: [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]; [INFO.INFO-IT]Computer Science [cs]/Information Theory [cs.IT]; [MATH.MATH-IT]Mathematics [math]/Information Theory [math.IT]

  • Source: https://inria.hal.science/hal-04969296 ; 2025.

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Equivalence of the Empirical Risk Minimization to Regularization on the Family of f-Divergences

Subjects: Empirical risk minimization; f -divergence regularization; statistical learningAthens; Greece

  • Source: Proceedings of the IEEE International Symposium on Information Theory ; https://hal.science/hal-04431558 ; Proceedings of the IEEE International Symposium on Information Theory, IEEE, Jul 2024,

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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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Conference

Leveraging Noisy Observations in Zero-Sum Games

Subjects: Zero Sum Games; Gaussian Channel; Nash EquilibriumShenzhen; China

  • Source: IEEE Information Theory Workshop (ITW) ; https://inria.hal.science/hal-04432819 ; IEEE Information Theory Workshop (ITW), Nov 2024, Shenzhen, China

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  • 1-10 ل  42 نتائج ل ""Electrical and Computer Engineering""