Kernel Distillation for Fast Gaussian Processes Prediction

Congzheng Song, Yiming Sun

Gaussian processes (GPs) are flexible models that can capture complex structure in large-scale dataset due to their non-parametric nature. However, the usage of GPs in real-world a…