Structured Gaussian Processes with Twin Multiple Kernel Learning

Çigdem Ak, Önder Ergönül, Mehmet Gönen

Abstract: Vanilla Gaussian processes (GPs) have prohibitive computational needs for very large data sets. To overcome this difficulty, special structures in the covariance matrix, if exist, should be exploit...