Evaluating Gaussian processes for sparse irregular spatio-temporal data

Mehmet Süzen, Abed Ajraou

A practical approach to evaluate performance of a Gaussian process regression models (GPR) for irregularly sampled sparse time-series is introduced. The approach entails constructi…