HiBBO: HiPPO-based Space Consistency for High-dimensional Bayesian Optimisation

Junyu Xuan, Wenlong Chen, Yingzhen Li

Bayesian Optimisation (BO) is a powerful tool for optimising expensive blackbox functions but its effectiveness diminishes in highdimensional spaces due to sparse data and poor sur…