Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders

Samuel Stanton, Wesley Maddox, Nate Gruver +4

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-dimen…