Bayesian optimization with output-weighted optimal sampling

© 2020 Elsevier Inc. In Bayesian optimization, accounting for the importance of the output relative to the input is a crucial yet challenging exercise, as it can considerably improve the final result but often involves inaccurate and cumbersome entropy estimations. We approach the problem from the p...

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Bibliographic Details
Main Authors: Blanchard, Antoine, Sapsis, Themistoklis
Format: Article
Language:English
Published: Elsevier BV 2022
Online Access:https://hdl.handle.net/1721.1/139637.2