no code implementations • 14 Jul 2021 • Wenqi Fang, Guanlin Wu, Jingjing Li, Zheng Wang, Jiang Cao, Yang Ping
Spectral approximation and variational inducing learning for the Gaussian process are two popular methods to reduce computational complexity.
no code implementations • 15 Jun 2020 • Wenqi Fang, Huiyun Li, Hui Huang, Shaobo Dang, Zhejun Huang, Zheng Wang
Based on hat basis functions, we propose a new sparse Gaussian process method to solve the unconstrained regression problem.