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ArticleBayesian optimization with output-weighted optimal sampling

Antoine B. Blanchard2020

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Articlebronze2020

Bayesian optimization with output-weighted optimal sampling

Antoine B. Blanchard · Themistoklis P. Sapsis

58 citations·0/0 files stored·Journal of Computational Physics

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Advanced Bandit Algorithms Research Advanced Multi-Objective Optimization Algorithms Gaussian Processes and Bayesian Inference

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References

1989Design and Analysis of Computer Experiments 2012Practical Bayesian Optimization of Machine Learning Algorithms 2015Taking the Human Out of the Loop: A Review of Bayesian Optimization 2012Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting 2010A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning 1995Bayesian Experimental Design: A Review 2018A Tutorial on Bayesian Optimization 1964A New Method of Locating the Maximum Point of an Arbitrary Multipeak Curve in the Presence of Noise

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Details

Year2020

Typearticle

Published2020-10-08

VenueJournal of Computational Physics

ISSN-L0021-9991

Languageen

Citations58

Files0 public / 0

ShelfAdvanced Bandit Algorithms Research

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doi10.1016/j.jcp.2020.109901

openalex_workW3045583938

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