A novel Bayesian filtering for GP regression, compared to other GP variants.
It reduces computation while improving accuracy for large data sets.
GP-based state space model processes data efficiently in a sequential manner.
Our online learning mechanism is a novel venue for parameter optimization in GP.
An efficient and accurate expert system for global surface temperature analysis.