Scalable Multi-Task Gaussian Processes with Neural Embedding of Coregionalization

Haitao Liu, Jiaqi Ding, Xinyu Xie +3

Multi-task regression attempts to exploit the task similarity in order to achieve knowledge transfer across related tasks for performance improvement. The application of Gaussian p…