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ICML2022

Efficient Distributionally Robust Bayesian Optimization with Worst-case Sensitivity

Sebastian Shenghong Tay, Chuan Sheng Foo, Daisuke Urano, Richalynn Leong, Bryan Kian Hsiang Low

被引用 20 次

出版方

摘要

Motivation • We have a decision variable 𝐱 (within our control, e.g., crop nutrients) and a context variable 𝐜 (uncontrollable, e.g., amount of sunlight in a day). 2 𝐱 𝐜 𝑓(𝐱, 𝐜) Environment chosen We choose