Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge
Independent Projected Kernels

Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Independent Projected Kernels

27 October 2021

Alexander Terenin

Viacheslav Borovitskiy

Papers citing "Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Independent Projected Kernels"

19 / 19 papers shown

Title
Rolled Gaussian process models for curves on manifolds S. Preston Karthik Bharath Pablo Lopez-Custodio Alfred Kume 46 0 0 27 Mar 2025
High-Dimensional Bayesian Optimization via Random Projection of Manifold Subspaces Quoc-Anh Hoang Nguyen The Hung Tran 75 1 0 21 Dec 2024
Residual Deep Gaussian Processes on Manifolds Kacper Wyrwal Andreas Krause Viacheslav Borovitskiy BDL 49 0 0 31 Oct 2024
The GeometricKernels Package: Heat and Matérn Kernels for Geometric Learning on Manifolds, Meshes, and Graphs P. Mostowsky Vincent Dutordoir I. Azangulov Noémie Jaquier Michael John Hutchinson Aditya Ravuri Leonel Rozo Alexander Terenin Viacheslav Borovitskiy 35 5 0 10 Jul 2024
Gaussian Processes on Cellular Complexes Mathieu Alain So Takao Brooks Paige M. Deisenroth 19 11 0 02 Nov 2023
Intrinsic Gaussian Vector Fields on Manifolds Daniel Robert-Nicoud Andreas Krause Viacheslav Borovitskiy 24 5 0 28 Oct 2023
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 25 4 0 28 Sep 2023
Geometric Neural Diffusion Processes Emile Mathieu Vincent Dutordoir M. Hutchinson Valentin De Bortoli Yee Whye Teh Richard E. Turner DiffM 36 8 0 11 Jul 2023
Manifold Diffusion Fields Ahmed A. A. Elhag Yuyang Wang J. Susskind Miguel Angel Bautista DiffM AI4CE 36 4 0 24 May 2023
GP-PCS: One-shot Feature-Preserving Point Cloud Simplification with Gaussian Processes on Riemannian Manifolds Stuti Pathak Thomas M. McDonald Seppe Sels R. Penne 3DPC 16 0 0 27 Mar 2023
Gaussian Process on the Product of Directional Manifolds Ziyu Cao Kailai Li GP 133 1 0 13 Mar 2023
An Active Learning Based Robot Kinematic Calibration Framework Using Gaussian Processes Ersin Daş J. W. Burdick 22 7 0 07 Mar 2023
Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces II: non-compact symmetric spaces I. Azangulov A. Smolensky Alexander Terenin Viacheslav Borovitskiy 32 14 0 30 Jan 2023
On power sum kernels on symmetric groups I. Azangulov Viacheslav Borovitskiy A. Smolensky 19 0 0 10 Nov 2022
Isotropic Gaussian Processes on Finite Spaces of Graphs Viacheslav Borovitskiy Mohammad Reza Karimi Vignesh Ram Somnath Andreas Krause 28 7 0 03 Nov 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 39 21 0 31 Aug 2022
Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations Andreas Besginow Markus Lange-Hegermann 21 11 0 26 Aug 2022
Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs P. D. Haan Maurice Weiler Taco S. Cohen Max Welling 100 127 0 11 Mar 2020
A Framework for Interdomain and Multioutput Gaussian Processes Mark van der Wilk Vincent Dutordoir S. T. John A. Artemev Vincent Adam J. Hensman 37 94 0 02 Mar 2020