Semi-supervised Embedding Learning for High-dimensional Bayesian Optimization

Jingfan Chen, Guanghui Zhu, Chunfeng Yuan +1

Bayesian optimization is a broadly applied methodology to optimize the expensive black-box function. Despite its success, it still faces the challenge from the high-dimensional sea…