When Gaussian Process Meets Big Data: A Review of Scalable GPs

Haitao Liu, Yew-Soon Ong, Xiaobo Shen +1

The vast quantity of information brought by big data as well as the evolving computer hardware encourages success stories in the machine learning community. In the meanwhile, it po…