Agnès Lagnoux

Posterior contraction rates for constrained deep Gaussian processes in density estimation and classification

2024 · Communication in Statistics- Theory and Methods

.We provide posterior contraction rates for constrained deep Gaussian processes in non parametric density estimation and classification. The constraints are in the form of bounds on the values and on the derivatives of the Gaussian …