Multi-resolution Multi-task Gaussian Processes

Oliver Hamelijnck, Theodoros Damoulas, Kangrui Wang +1

We consider evidence integration from potentially dependent observation processes under varying spatio-temporal sampling resolutions and noise levels. We develop a multi-resolution…