Block-Additive Gaussian Processes under Monotonicity Constraints

M. Deronzier, A. F. López-Lopera, F. Bachoc +2

We generalize the additive constrained Gaussian process framework to handle interactions between input variables while enforcing monotonicity constraints everywhere on the input sp…