George Wynne

According to our database, George Wynne authored at least 6 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

A Kernel Two-Sample Test for Functional Data.

George Wynne, Andrew B. Duncan

J. Mach. Learn. Res., 2022

Variational Gaussian Processes: A Functional Analysis View.

George Wynne, Veit Wild

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

Grassmann Stein Variational Gradient Descent.

Xing Liu, Harrison Zhu, Jean-Francois Ton, George Wynne, Andrew B. Duncan

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Convergence Guarantees for Gaussian Process Means With Misspecified Likelihoods and Smoothness.

George Wynne, François-Xavier Briol, Mark Girolami

J. Mach. Learn. Res., 2021

2020

Maximum Likelihood Estimation and Uncertainty Quantification for Gaussian Process Approximation of Deterministic Functions.

Toni Karvonen, George Wynne, Filip Tronarp, Chris J. Oates, Simo Särkkä

SIAM/ASA J. Uncertain. Quantification, 2020

Convergence Guarantees for Gaussian Process Approximations Under Several Observation Models.

George Wynne, François-Xavier Briol, Mark A. Girolami

CoRR, 2020