Implicit Manifold Gaussian Process Regression

Implicit Manifold Gaussian Process Regression

30 October 2023

Bernardo Fichera

Viacheslav Borovitskiy

Papers citing "Implicit Manifold Gaussian Process Regression"

12 / 12 papers shown

Title
Residual Deep Gaussian Processes on Manifolds Kacper Wyrwal Andreas Krause Viacheslav Borovitskiy BDL 76 0 0 31 Oct 2024
Bayesian Optimal Experimental Design for Robot Kinematic Calibration Ersin Daş Thomas Touma J. W. Burdick 72 0 0 17 Sep 2024
Implicit Gaussian process representation of vector fields over arbitrary latent manifolds Robert L. Peach M. Vinao-Carl Nir Grossman Michael David Emma-Jane Mallas David Sharp Paresh A. Malhotra P. Vandergheynst Adam Gosztolai 52 5 0 28 Sep 2023
Quadric Hypersurface Intersection for Manifold Learning in Feature Space Fedor Pavutnitskiy Sergei Ivanov E. Abramov Viacheslav Borovitskiy Artem Klochkov V. Vialov A. Zaikovskii Aleksandr Petiushko 27 1 0 11 Feb 2021
Matérn Gaussian Processes on Graphs Viacheslav Borovitskiy I. Azangulov Alexander Terenin P. Mostowsky M. Deisenroth N. Durrande 32 80 0 29 Oct 2020
Graph Based Gaussian Processes on Restricted Domains David B. Dunson Hau‐Tieng Wu Nan Wu GP 25 25 0 14 Oct 2020
Matérn Gaussian processes on Riemannian manifolds Viacheslav Borovitskiy Alexander Terenin P. Mostowsky M. Deisenroth 71 122 0 17 Jun 2020
Efficiently Sampling Functions from Gaussian Process Posteriors James T. Wilson Viacheslav Borovitskiy Alexander Terenin P. Mostowsky M. Deisenroth 41 163 0 21 Feb 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 48 65 0 11 Dec 2019
Error estimates for spectral convergence of the graph Laplacian on random geometric graphs towards the Laplace--Beltrami operator Nicolas García Trillos Moritz Gerlach Matthias Hein D. Slepčev 83 172 0 30 Jan 2018
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 205 3,696 0 28 Feb 2017
Probabilistic Numerics and Uncertainty in Computations Philipp Hennig Michael A. Osborne Mark Girolami 48 305 0 03 Jun 2015