Intrinsic Gaussian processes on complex constrained domains

Intrinsic Gaussian processes on complex constrained domains

3 January 2018

Neil D. Lawrence

David B. Dunson

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Papers citing "Intrinsic Gaussian processes on complex constrained domains"

12 / 12 papers shown

Title
Posterior Contraction Rates for Matérn Gaussian Processes on Riemannian Manifolds Paul Rosa Viacheslav Borovitskiy Alexander Terenin Judith Rousseau 96 8 0 19 Sep 2023
Intrinsic Bayesian Optimisation on Complex Constrained Domain Yuan Liu Mu Niu Claire Miller 26 0 0 29 Jan 2023
Intrinsic Gaussian Process on Unknown Manifolds with Probabilistic Metrics Mu Niu Zhenwen Dai P. Cheung Yizhu Wang 65 5 0 16 Jan 2023
Extrinsic Bayesian Optimizations on Manifolds Yi-Zheng Fang Mu Niu P. Cheung Lizhen Lin 57 1 0 21 Dec 2022
Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces I: the compact case I. Azangulov A. Smolensky Alexander Terenin Viacheslav Borovitskiy 97 21 0 31 Aug 2022
Gaussian Process Subspace Regression for Model Reduction Ruda Zhang Simon Mak David B. Dunson GP 38 5 0 09 Jul 2021
Inference for Gaussian Processes with Matérn Covariogram on Compact Riemannian Manifolds Didong Li Wenpin Tang Sudipto Banerjee 87 14 0 08 Apr 2021
Online Informative Path Planning for Active Information Gathering of a 3D Surface Hai Zhu Jen Jen Chung Nicholas R. J. Lawrance Roland Siegwart Javier Alonso-Mora 52 43 0 17 Mar 2021
Graph Based Gaussian Processes on Restricted Domains David B. Dunson Hau‐Tieng Wu Nan Wu GP 70 25 0 14 Oct 2020
Airflow recovery from thoracic and abdominal movements using Synchrosqueezing Transform and Locally Stationary Gaussian Process Regression Whitney K. Huang Yu-Min Chung Yu-Bo Wang J. Mandel Hau‐Tieng Wu 60 5 0 11 Aug 2020
$Spectral Convergence of Graph Laplacian and Heat Kernel Reconstruction in $L^\infty$ from Random Samples$ Spectral Convergence of Graph Laplacian and Heat Kernel Reconstruction in $L^\infty$ from Random Samples David B. Dunson Hau‐Tieng Wu Nan Wu 116 65 0 11 Dec 2019
A Riemann-Stein Kernel Method Alessandro Barp Christine J. Oates Emilio Porcu Mark Girolami 90 22 0 11 Oct 2018