Heterogeneous Clinical Trial Outcomes via Multi-Output Gaussian Processes

Owen Thomas, Leiv Rønneberg

We make use of Kronecker structure for scaling Gaussian Process models to large-scale, heterogeneous, clinical data sets. Repeated measures, commonly performed in clinical research…