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  • 1-10 of  18 نتائج ل ""mathematics""

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Collection : Mines De Saint-Etienne Subject : [stat.th]statistics [stat]/statistics theory [stat.th] Subject : computer experiments Subject : experimental designs فلترة بواسطة : موضوع
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Conference

Targeting Well-Balanced Solutions in Multi-Objective Bayesian Optimization under a Restricted Budget

Subjects: Computer experiments; Preference-based optimization; Gaussian processesKalamata; Greece

  • Source: Lecture Notes in Computer Science ; 12th International Conference on Learning and Intelligent Optimization ; https://hal.science/hal-01883336 ; 12th International Conference on Learning and

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Group kernels for Gaussian process metamodels with categorical inputs

Subjects: Gaussian processes; Categorical data; Computer experiments

  • Source: https://hal.science/hal-01702607 ; 2019.

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Academic Journal

Universal Prediction Distribution for Surrogate Models

Subjects: Surrogate modeling; Bayesian optimization; Computer experiments

  • Source: ISSN: 2166-2525.

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Conference

Lipschitz-Killing curvatures of the Excursion Sets of Skew Student's t Random fields

Subjects: Skew student-t random field; Excursion sets; Lipschitz-Killing curvaturesSingapour; Singapore

  • Source: ISSN: 2251-1911 ; Journal of Mathematics, Statistics and Operations Research (Proceedings of the Second Annual Conference on Computational

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Academic Journal

Gaussian process models for periodicity detection

Subjects: Matérn kernels; Harmonic analysis; Kriging

  • Source: ISSN: 2376-5992.

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Academic Journal

Lipschitz-Killing curvatures of the Excursion Sets of Skew Student's t Random fields

Subjects: Excursion sets; Expected Euler-Poincaré characteristic; Lipschitz-Killing curvatures

  • Source: Stochastic Model ; https://hal.science/hal-00834849 ; Stochastic Model, 2013, 29 (2), pp.273-289. ⟨10.1080/15326349.2013.783290⟩

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Academic Journal

Argumentwise invariant kernels for the approximation of invariant functions

Subjects: [INFO.INFO-MO]Computer Science [cs]/Modeling and Simulation; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [MATH.MATH-PR]Mathematics [math]/Probability [math.PR]

  • Source: Annales de la Faculté de Sciences de Toulouse ; https://hal.science/hal-00632815 ; Annales de la Faculté de Sciences de Toulouse, 2012, Tome 21 (numéro 3), p. 501-527

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On ANOVA decompositions of kernels and Gaussian random field paths

Subjects: Sobol' decomposition; Sobol' indices; kriging

  • Source: https://hal.science/hal-01066503 ; 2014.

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Academic Journal

Crossed-Derivative Based Sensitivity Measures for Interaction Screening

Subjects: Sensitivity analysis; Derivative-based sensitivity measure; Sobol decomposition

  • Source: ISSN: 0378-4754 ; Mathematics and Computers in Simulation ; https://hal.science/hal-00845446 ; Mathematics and Computers in Simulation,

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Invariances of random fields paths, with applications in Gaussian Process Regression

Subjects: Structural priors; Covariance kernels; Composition operators

  • Source: https://hal.science/hal-00850436 ; 2013.

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  • 1-10 of  18 نتائج ل ""mathematics""