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  • 1-10 of  213 نتائج ل ""mathematics""

فلترة النتائج

Collection : Universite Toulouse 2 - Jean Jaures Subject : [stat.th]statistics [stat]/statistics theory [stat.th] Subject : bayesian optimization Subject : computer experiments Subject : experimental designs فلترة بواسطة : موضوع
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Report

On the nonconvexity of some push-forward constraints and its consequences in machine learning

Subjects: push-forward; machine learning; convexity

  • Source: https://hal.science/hal-04500334 ; 2024.

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Report

Minimax density estimation in the adversarial framework under local differential privacy

Subjects: Nonparametric density estimation; local differential privacy; minimax optimality

  • Source: https://hal.science/hal-04522328 ; 2024.

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Report

Certified Multi-Fidelity Zeroth-Order Optimization

Subjects: Multi-fidelity; Global optimization; Bandit algorithms

  • Source: https://hal.science/hal-04174484 ; 2023.

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Report

New insights into the feature maps of Sobolev kernels: application in global sensitivity analysis

Subjects: Sensitivity analysis; Hilbert-Schmidt independence criterion; cross-covariance operators

  • Source: https://cea.hal.science/cea-04320711 ; 2023.

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Academic Journal

Stochastic Approximation Beyond Gradient for Signal Processing and Machine Learning

Subjects: stochastic approximation convergence analysis compressed stochastic gradient expectation maximization; stochastic approximation; convergence analysis

  • Source: ISSN: 1053-587X ; IEEE Transactions on Signal Processing ; https://hal.science/hal-04174351 ; IEEE Transactions on Signal Processing, In press.

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Conference

Independence test based on total-order HSIC-ANOVA indices ; Test d'indépendance basé sur les indices HSIC-ANOVA d'ordre total

Subjects: Sensitivity analysis; Hilbert-Schmidt Independence Criterion (HSIC); Test of independenceLyon; France

  • Source: 53èmes Journées de Statistique de la SFdShttps://cea.hal.science/cea-0370117053èmes Journées de Statistique de la SFdS, Société Française de Statistique (SFdS)Université

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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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Report

Adaptive approximation of monotone functions

Subjects: Approximation theory; Sequential algorithms; Numerical integration

  • Source: https://inria.hal.science/hal-04203136 ; 2023.

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Academic Journal

ON THE CHRISTOFFEL FUNCTION AND CLASSIFICATION IN DATA ANALYSIS

Subjects: [MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC]; [STAT.TH]Statistics [stat]/Statistics Theory [stat.TH]

  • Source: ISSN: 1631-073X.

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Academic Journal

An information geometry approach for robustness analysis in uncertainty quantification of computer codes

Subjects: Sensitivity analysis; Computer experiments; Importance sampling

  • Source: ISSN: 0040-1706.

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  • 1-10 of  213 نتائج ل ""mathematics""