Efficient Bayesian shape-restricted function estimation with constrained Gaussian process priors

Pallavi Ray, Debdeep Pati, Anirban Bhattacharya

This article revisits the problem of Bayesian shape-restricted inference in the light of a recently developed approximate Gaussian process that admits an equivalent formulation of…