Peter Mostowsky

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Sparse Approximation

Gaussian Process

Top Venues

J. Mach. Learn. Res.

Publications

Peter Mostowsky, Vincent Dutordoir, Iskander Azangulov, Noémie Jaquier, Michael John Hutchinson, Aditya Ravuri, Leonel Rozo, Alexander Terenin, Viacheslav Borovitskiy
The GeometricKernels Package: Heat and Matérn Kernels for Geometric Learning on Manifolds, Meshes, and Graphs. CoRR (2024)
Viacheslav Borovitskiy, Iskander Azangulov, Alexander Terenin, Peter Mostowsky, Marc Peter Deisenroth, Nicolas Durrande
Matérn Gaussian Processes on Graphs. AISTATS (2021)
James T. Wilson, Viacheslav Borovitskiy, Alexander Terenin, Peter Mostowsky, Marc Peter Deisenroth
Pathwise Conditioning of Gaussian Processes. J. Mach. Learn. Res. 22 (2021)
James T. Wilson, Viacheslav Borovitskiy, Alexander Terenin, Peter Mostowsky, Marc Peter Deisenroth
Efficiently sampling functions from Gaussian process posteriors. CoRR (2020)
James T. Wilson, Viacheslav Borovitskiy, Alexander Terenin, Peter Mostowsky, Marc Peter Deisenroth
Pathwise Conditioning of Gaussian Processes. CoRR (2020)
Viacheslav Borovitskiy, Alexander Terenin, Peter Mostowsky, Marc Peter Deisenroth
Matern Gaussian processes on Riemannian manifolds. CoRR (2020)
Viacheslav Borovitskiy, Iskander Azangulov, Alexander Terenin, Peter Mostowsky, Marc Peter Deisenroth, Nicolas Durrande
Matern Gaussian Processes on Graphs. CoRR (2020)
James T. Wilson, Viacheslav Borovitskiy, Alexander Terenin, Peter Mostowsky, Marc Peter Deisenroth
Efficiently sampling functions from Gaussian process posteriors. ICML (2020)
Viacheslav Borovitskiy, Alexander Terenin, Peter Mostowsky, Marc Peter Deisenroth
Matérn Gaussian Processes on Riemannian Manifolds. NeurIPS (2020)