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Bayesian Adaptive Reconstruction of Profile Optima and Optimizers

  • Published:2014-01 Issue:1 Volume:2 Page:490-510
  • ISSN:2166-2525
  • Container-title:SIAM/ASA Journal on Uncertainty Quantification
  • language:en
  • Short-container-title:SIAM/ASA J. Uncertainty Quantification

Author:

Ginsbourger David,Baccou Jean,Chevalier Clément,Perales Frédéric,Garland Nicolas,Monerie Yann

Publisher

Society for Industrial & Applied Mathematics (SIAM)

Subject

Applied Mathematics,Discrete Mathematics and Combinatorics,Statistics, Probability and Uncertainty,Modeling and Simulation,Statistics and Probability

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1. Personalized Bayesian optimization for noisy problems;Complex & Intelligent Systems;2023-04-05

2. Learning to Climb: Constrained Contextual Bayesian Optimisation on a Multi-Modal Legged Robot;IEEE Robotics and Automation Letters;2022-10

3. Gradient‐based criteria for sequential experiment design;Quality and Reliability Engineering International;2021-09-20

4. Robust calibration of numerical models based on relative regret;Journal of Computational Physics;2021-02

5. Automatic Tuning of Stochastic Gradient Descent with Bayesian Optimisation;Machine Learning and Knowledge Discovery in Databases;2021
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