Modular Jump Gaussian Processes

Anna R. Flowers, Christopher T. Franck, Mickaël Binois +2

Gaussian processes (GPs) furnish accurate nonlinear predictions with well-calibrated uncertainty. However, the typical GP setup has a built-in stationarity assumption, making it il…