Scalable mixed-domain Gaussian process modeling and model reduction for longitudinal data

Juho Timonen, Harri Lähdesmäki

Gaussian process (GP) models that combine both categorical and continuous input variables have found use in analysis of longitudinal data and computer experiments. However, standar…