Accelerating bayesian optimization for biological sequence design with denoising autoencoders

S Stanton, W Maddox, N Gruver… - International …, 2022 - proceedings.mlr.press
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 …
被引用次数：67 相关文章

Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders

S Stanton, W Maddox, N Gruver, P Maffettone… - … on Machine Learning, 2022 - par.nsf.gov
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 …

Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders

S Stanton, WJ Maddox, N Gruver… - Proceedings of …, 2022 - nyuscholars.nyu.edu
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 …

Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders

S Stanton, W Maddox, N Gruver, P Maffettone… - arXiv preprint arXiv …, 2022 - arxiv.org
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 …

Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders

S Stanton, W Maddox, N Gruver, P Maffettone… - arXiv e …, 2022 - ui.adsabs.harvard.edu
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 …

[引用][C] Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders

S Stanton, W Maddox, N Gruver, P Maffettone… - … on Machine Learning, 2022 - par.nsf.gov