Monotonic Gaussian Process Flow

Ivan Ustyuzhaninov, Ieva Kazlauskaite, Carl Henrik Ek +1

We propose a new framework for imposing monotonicity constraints in a Bayesian nonparametric setting based on numerical solutions of stochastic differential equations. We derive a…