Alert button
Picture for Alexander Terenin

Alexander Terenin

Alert button

Stochastic Gradient Descent for Gaussian Processes Done Right

Oct 31, 2023
Jihao Andreas Lin, Shreyas Padhy, Javier Antorán, Austin Tripp, Alexander Terenin, Csaba Szepesvári, José Miguel Hernández-Lobato, David Janz

Viaarxiv icon

Posterior Contraction Rates for Matérn Gaussian Processes on Riemannian Manifolds

Sep 22, 2023
Paul Rosa, Viacheslav Borovitskiy, Alexander Terenin, Judith Rousseau

Viaarxiv icon

The Cambridge Law Corpus: A Corpus for Legal AI Research

Sep 22, 2023
Andreas Östling, Holli Sargeant, Huiyuan Xie, Ludwig Bull, Alexander Terenin, Leif Jonsson, Måns Magnusson, Felix Steffek

Viaarxiv icon

A Unifying Variational Framework for Gaussian Process Motion Planning

Sep 02, 2023
Lucas Cosier, Rares Iordan, Sicelukwanda Zwane, Giovanni Franzese, James T. Wilson, Marc Peter Deisenroth, Alexander Terenin, Yasemin Bekiroglu

Figure 1 for A Unifying Variational Framework for Gaussian Process Motion Planning
Figure 2 for A Unifying Variational Framework for Gaussian Process Motion Planning
Figure 3 for A Unifying Variational Framework for Gaussian Process Motion Planning
Figure 4 for A Unifying Variational Framework for Gaussian Process Motion Planning
Viaarxiv icon

Sampling from Gaussian Process Posteriors using Stochastic Gradient Descent

Jun 20, 2023
Jihao Andreas Lin, Javier Antorán, Shreyas Padhy, David Janz, José Miguel Hernández-Lobato, Alexander Terenin

Viaarxiv icon

Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces II: non-compact symmetric spaces

Jan 30, 2023
Iskander Azangulov, Andrei Smolensky, Alexander Terenin, Viacheslav Borovitskiy

Figure 1 for Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces II: non-compact symmetric spaces
Figure 2 for Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces II: non-compact symmetric spaces
Figure 3 for Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces II: non-compact symmetric spaces
Figure 4 for Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces II: non-compact symmetric spaces
Viaarxiv icon

Numerically Stable Sparse Gaussian Processes via Minimum Separation using Cover Trees

Oct 14, 2022
Alexander Terenin, David R. Burt, Artem Artemev, Seth Flaxman, Mark van der Wilk, Carl Edward Rasmussen, Hong Ge

Figure 1 for Numerically Stable Sparse Gaussian Processes via Minimum Separation using Cover Trees
Figure 2 for Numerically Stable Sparse Gaussian Processes via Minimum Separation using Cover Trees
Figure 3 for Numerically Stable Sparse Gaussian Processes via Minimum Separation using Cover Trees
Figure 4 for Numerically Stable Sparse Gaussian Processes via Minimum Separation using Cover Trees
Viaarxiv icon

Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces I: the Compact Case

Aug 31, 2022
Iskander Azangulov, Andrei Smolensky, Alexander Terenin, Viacheslav Borovitskiy

Figure 1 for Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces I: the Compact Case
Figure 2 for Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces I: the Compact Case
Figure 3 for Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces I: the Compact Case
Figure 4 for Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces I: the Compact Case
Viaarxiv icon