An Adaptive Dropout Approach for High-Dimensional Bayesian Optimization

Jundi Huang, Dawei Zhan

Bayesian optimization (BO) is a widely used algorithm for solving expensive black-box optimization problems. However, its performance decreases significantly on high-dimensional pr…