Graph Based Gaussian Processes on Restricted Domains

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Graph Based Gaussian Processes on Restricted Domains

14 October 2020

David B. Dunson

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Papers citing "Graph Based Gaussian Processes on Restricted Domains"

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Title
Low-rank computation of the posterior mean in Multi-Output Gaussian Processes Sebastian Esche Martin Stoll 67 0 0 30 Apr 2025
Nonparametric regression on random geometric graphs sampled from submanifolds Paul Rosa Judith Rousseau 131 1 0 31 May 2024
Scalable Bayesian inference for heat kernel Gaussian processes on manifolds Junhui He Guoxuan Ma Jian Kang Ying Yang 50 0 0 22 May 2024
Contraction rates and projection subspace estimation with Gaussian process priors in high dimension Elie Odin François Bachoc A. Lagnoux 89 0 0 06 Mar 2024
Implicit Manifold Gaussian Process Regression Bernardo Fichera Viacheslav Borovitskiy Andreas Krause A. Billard 50 4 0 30 Oct 2023
Posterior Contraction Rates for Matérn Gaussian Processes on Riemannian Manifolds Paul Rosa Viacheslav Borovitskiy Alexander Terenin Judith Rousseau 96 8 0 19 Sep 2023
Statistical inference for Gaussian Whittle-Matérn fields on metric graphs David Bolin Alexandre B. Simas J. Wallin 49 8 0 20 Apr 2023
Manifold Fitting Z. Yao Jiaji Su Bingjie Li S. Yau 114 3 0 16 Apr 2023
Hierarchical shrinkage Gaussian processes: applications to computer code emulation and dynamical system recovery T. Tang Simon Mak David B. Dunson 55 4 0 01 Feb 2023
Optimization on Manifolds via Graph Gaussian Processes Hwanwoo Kim D. Sanz-Alonso Ruiyi Yang 88 2 0 20 Oct 2022
Gaussian Whittle-Matérn fields on metric graphs David Bolin Alexandre B. Simas J. Wallin 72 26 0 12 May 2022
Learning Low-Dimensional Nonlinear Structures from High-Dimensional Noisy Data: An Integral Operator Approach Xiucai Ding Rongkai Ma 95 9 0 28 Feb 2022
Inferring Manifolds From Noisy Data Using Gaussian Processes David B. Dunson Nan Wu 91 18 0 14 Oct 2021
Decimated Framelet System on Graphs and Fast G-Framelet Transforms Xuebin Zheng Bingxin Zhou Yu Guang Wang Xiaosheng Zhuang 106 36 0 12 Dec 2020