State Space Methods for Efficient Inference in Student-t Process Regression

Arno Solin, Simo Särkkä

Abstract: The added flexibility of Student-t processes (TPs) over Gaussian processes (GPs) robustifies inference in outlier-contaminated noisy data. The uncertainties are better accounted for than in GP regr...