George Wynne

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 9

Top Topics

Gaussian Process

Top Venues

J. Mach. Learn. Res.

SIAM/ASA J. Uncertain. Quantification

Publications

Xing Liu, Harrison Zhu, Jean-Francois Ton, George Wynne, Andrew Duncan
Grassmann Stein Variational Gradient Descent. AISTATS (2022)
Xing Liu, Harrison Zhu, Jean-François Ton, George Wynne, Andrew Duncan
Grassmann Stein Variational Gradient Descent. CoRR (2022)
George Wynne, Veit Wild
Variational Gaussian Processes: A Functional Analysis View. AISTATS (2022)
George Wynne, Andrew B. Duncan
A Kernel Two-Sample Test for Functional Data. J. Mach. Learn. Res. 23 (2022)
George Wynne, François-Xavier Briol, Mark Girolami
Convergence Guarantees for Gaussian Process Means With Misspecified Likelihoods and Smoothness. J. Mach. Learn. Res. 22 (2021)
Veit Wild, George Wynne
Variational Gaussian Processes: A Functional Analysis View. CoRR (2021)
Toni Karvonen, George Wynne, Filip Tronarp, Chris J. Oates, Simo Särkkä
Maximum Likelihood Estimation and Uncertainty Quantification for Gaussian Process Approximation of Deterministic Functions. SIAM/ASA J. Uncertain. Quantification 8 (3) (2020)
George Wynne, François-Xavier Briol, Mark A. Girolami
Convergence Guarantees for Gaussian Process Approximations Under Several Observation Models. CoRR (2020)
Toni Karvonen, George Wynne, Filip Tronarp, Chris J. Oates, Simo Särkkä
Maximum likelihood estimation and uncertainty quantification for Gaussian process approximation of deterministic functions. CoRR (2020)