High-dimensional Bayesian Optimization via Semi-supervised Learning with Optimized Unlabelled Data Sampling
Dataset initialization and environment installation can be found in T-LBO repository (https://github.com/huawei-noah/HEBO/tree/master/T-LBO).
First enter the root folder.
bash ./weighted_retraining/scripts/robust_opt/robust_opt_topology.shbash ./weighted_retraining/scripts/robust_opt/robust_opt_expr.shbash ./weighted_retraining/scripts/robust_opt/robust_opt_chem.shWe build our code upon on High-Dimensional Bayesian Optimisation withVariational Autoencoders and Deep Metric Learning.