Ensemble Gaussian Processes with Spectral Features for Online Interactive Learning with Scalability

Qin Lu, Georgios Vasileios Karanikolas, Yanning Shen, Georgios B. Giannakis

Abstract: Combining benefits of kernels with Bayesian models, Gaussian process (GP) based approaches have well-documented merits not only in learning over a rich class of nonlinear functions, but also quanti...