Learning Multi-Task Gaussian Process Over Heterogeneous Input Domains

Haitao Liu, Kai Wu, Yew-Soon Ong +3

Multi-task Gaussian process (MTGP) is a well-known non-parametric Bayesian model for learning correlated tasks effectively by transferring knowledge across tasks. But current MTGPs…