Asynchronous Distributed Variational Gaussian Process for Regression

Hao Peng, Shandian Zhe, Xiao Zhang, Yuan Qi

Abstract: Gaussian processes (GPs) are powerful non-parametric function estimators. However, their applications are largely limited by the expensive computational cost of the inference procedures. Existing s...