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Emmanuel Vazquez
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Emmanuel Vazquez16 visible / 16 total nodes / 29 links

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Related contextCo-authorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipEmmanuel VazquezAEmmanuel VazquezResearcherGoal-Oriented Lower-Tail Calibration of Gaussian Processes for Bayesian OptimizationWGoal-Oriented Lower-Tai...preprint / 2026Aurélien PionAAurélien PionResearcherSequential search based on kriging: convergence analysis of some algorithmsWSequential search based...preprint / 2011Convergence properties of the expected improvement algorithmWConvergence properties ...preprint / 2010A new integral loss function for Bayesian optimizationWA new integral loss fun...preprint / 2014Machine LearningTMachine Learning49008 worksMethodologyTMethodology5119 worksIntegration of bounded monotone functions: Revisiting the nonsequential case, with a focus on unbiased Monte Carlo (randomized) methodsWIntegration of bounded ...preprint / 2022Bayesian optimization using sequential Monte CarloWBayesian optimization u...preprint / 2011Relaxed Gaussian process interpolation: a goal-oriented approach to Bayesian optimizationWRelaxed Gaussian proces...preprint / 2026Bayesian Subset Simulation: a kriging-based subset simulation algorithm for the estimation of small probabilities of failureWBayesian Subset Simulat...preprint / 2012Numerical issues in maximum likelihood parameter estimation for Gaussian process interpolationWNumerical issues in max...preprint / 2021The Informational Approach to Global Optimization in presence of very noisy evaluation results. Application to the optimization of renewable energy integration strategiesWThe Informational Appro...preprint / 2015Design of a commercial aircraft environment control system using Bayesian optimization techniquesWDesign of a commercial ...preprint / 2016Towards new cross-validation-based estimators for Gaussian process regression: efficient adjoint computation of gradientsWTowards new cross-valid...preprint / 2020
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Emmanuel Vazquez

Researcher

PaperGoal-Oriented Lower-Tail Calibration of Gaussian Processes for Bayesian OptimizationAuthorship / preprint / 2026PersonAurélien PionCo-authorship / ResearcherPaperSequential search based on kriging: convergence analysis of some algorithmsAuthorship / preprint / 2011PaperConvergence properties of the expected improvement algorithmAuthorship / preprint / 2010PaperA new integral loss function for Bayesian optimizationAuthorship / preprint / 2014TopicMachine LearningWorks on / 49008 worksTopicMethodologyWorks on / 5119 worksPaperIntegration of bounded monotone functions: Revisiting the nonsequential case, with a focus on unbiased Monte Carlo (randomized) methodsAuthorship / preprint / 2022

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