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

14 December 2021

Papers citing "Posterior contraction rates for constrained deep Gaussian processes in density estimation and classication"

5 / 5 papers shown

Title
Contraction rates and projection subspace estimation with Gaussian process priors in high dimension Elie Odin François Bachoc A. Lagnoux 36 0 0 06 Mar 2024
Deep Horseshoe Gaussian Processes Ismael Castillo Thibault Randrianarisoa BDL UQCV 49 5 0 04 Mar 2024
Deep Gaussian Process Priors for Bayesian Inference in Nonlinear Inverse Problems Kweku Abraham Neil Deo 25 5 0 21 Dec 2023
Relaxed Gaussian process interpolation: a goal-oriented approach to Bayesian optimization S. Petit Julien Bect E. Vázquez 49 1 0 07 Jun 2022
On the inability of Gaussian process regression to optimally learn compositional functions M. Giordano Kolyan Ray Johannes Schmidt-Hieber 53 12 0 16 May 2022