2022
Doubly Mixed-Effects Gaussian Process Regression
AISTATS 2022poster
We address the multi-task Gaussian process (GP) regression problem with the goal of decomposing input effects on outputs into components shared across or specific to tasks and samples. We propose a family of mixed-effects GPs, including doubly and translated mixed-effects GPs, that performs such a d…