Transformed Latent Variable Multi-Output Gaussian Processes

Xiaoyu Jiang, Xinxing Shi, Sokratia Georgaka +2

Multi-Output Gaussian Processes (MOGPs) provide a principled probabilistic framework for modelling correlated outputs but face scalability bottlenecks when applied to datasets with…