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Mark van der Wilk — most-cited papers & profile · Generative Models
← authors
·
overview
Mark van der Wilk
12
papers ·
218
citations ·
19
h-index
University of Bristol · University of Oxford · Science Oxford
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Understanding Probabilistic Sparse Gaussian Process Approximations
2016 · 65 citations
Convolutional Gaussian Processes
2017 · 55 citations
Rates of Convergence for Sparse Variational Gaussian Process Regression
2019 · 50 citations
Learning Invariances using the Marginal Likelihood
2018 · 14 citations
Understanding Variational Inference in Function-Space
2020 · 9 citations
Non-Factorised Variational Inference in Dynamical Systems
2018 · 7 citations
Variational Orthogonal Features
2020 · 6 citations
Overcoming Mean-Field Approximations in Recurrent Gaussian Process Models
2019
Top co-authors
Carl Edward Rasmussen
· 5
James Hensman
· 4
David R. Burt
· 3
Alessandro Davide Ialongo
· 2
Matthias Bauer
· 2
Adri\`a Garriga-Alonso
· 1
Carl E. Rasmussen
· 1
Sebastian W. Ober
· 1
ST John
· 1
Topics
stat.AP
math.ST
cs.NA
stat.TH
stat.ML
Training & Sampling
GANs