2018
State Space Gaussian Processes with Non-Gaussian Likelihood
ICML 2018oral
We provide a comprehensive overview and tooling for GP modelling with non-Gaussian likelihoods using state space methods. The state space formulation allows for solving one-dimensonal GP models in O(n) time and memory complexity. While existing literature has focused on the connection between GP reg…