Co-Learning Bayesian Optimization

Zhendong Guo, Yew-Soon Ong, Tiantian He +1

Bayesian optimization (BO) is well known to be sample-efficient for solving black-box problems. However, the BO algorithms can sometimes get stuck in suboptimal solutions even with…