published by Sayak Ray Chowdhury
in 2019
in Informatics Engineering
and research's language is
English
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Abstract in English
We present two algorithms for Bayesian optimization in the batch feedback setting, based on Gaussian process upper confidence bound and Thompson sampling approaches, along with frequentist regret guarantees and numerical results.