Personalized Bayesian optimization for noisy problems

Abstract In many real-world applications of interest, several related optimization tasks can be encountered, where each task is associated with a specific context or personalized information. Moreover, the amount of available data for each task may be highly limited due to the expensive cost involve...

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Bibliographic Details
Main Authors: Xilu Wang, Yaochu Jin
Format: Article
Language:English
Published: Springer 2023-04-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-023-01020-8