Prediction Performance After Learning in Gaussian Process Regression

Johan Wågberg, Dave Zachariah, Thomas B. Schön, Petre Stoica

Abstract: This paper considers the quantification of the prediction performance in Gaussian process regression. The standard approach is to base the prediction error bars on the theoretical predictive varian...