Dawei Zhan

Roulette Wheel Variable Selection for High Dimensional Bayesian Optimization

2024

Bayesian optimization (BO) is a widely used method for expensive black-box optimization. The BO algorithm can effectively solve low-dimensional problems, but its performance of BO decreases sharply as the dimension increases. One of the main …