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Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders
Samuel Stanton
,
Wesley J. Maddox
,
Nate Gruver
,
Phillip Maffettone
,
Emily Delaney
,
Peyton Greenside
,
Andrew Gordon Wilson
2022 (modified: 24 Apr 2023)
ICML 2022
Readers:
Everyone
Abstract:
Bayesian optimization (BayesOpt) is a gold standard for query-efficient continuous optimization. However, its adoption for drug design has been hindered by the discrete, high-dimensional nature of ...
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