Asynchronous Distributed Variational Gaussian Processes for Regression

Hao Peng, Shandian Zhe, Yuan Qi

Gaussian processes (GPs) are powerful non-parametric function estimators. However, their applications are largely limited by the expensive computational cost of the inference proce…