Incremental Sparse Pseudo-input Gaussian Process Regression

Heung-Il Suk, Yuzhuo Wang, Seong-Whan Lee

Abstract: In this paper, we devise a novel method that incrementally learns pseudo-data, which represent the whole training data set for Gaussian Process (GP) regression. The method involves sparse approxima...