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James Hensman — most-cited papers & profile · Generative Models
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·
overview
James Hensman
10
papers ·
224
citations ·
28
h-index
Amazon (United Kingdom)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Variational Fourier features for Gaussian processes
2016 · 97 citations
Convolutional Gaussian Processes
2017 · 55 citations
Deep Gaussian Processes with Importance-Weighted Variational Inference
2019 · 20 citations
Learning Invariances using the Marginal Likelihood
2018 · 14 citations
Gaussian Process Conditional Density Estimation
2018 · 10 citations
Natural Gradients in Practice: Non-Conjugate Variational Inference in Gaussian Process Models
2018 · 9 citations
Non-Factorised Variational Inference in Dynamical Systems
2018 · 7 citations
Doubly Sparse Variational Gaussian Processes
2020 · 2 citations
Overcoming Mean-Field Approximations in Recurrent Gaussian Process Models
2019
Top co-authors
Mark van der Wilk
· 4
Carl Edward Rasmussen
· 3
Hugh Salimbeni
· 3
Alessandro Davide Ialongo
· 2
Nicolas Durrande
· 2
Stefanos Eleftheriadis
· 2
Vincent Dutordoir
· 2
Arno Solin
· 1
Artem Artemev
· 1
Marc Deisenroth
· 1
Marc Peter Deisenroth
· 1
Matthias Bauer
· 1
Topics
stat.AP
cs.NA
math.ST
Training & Sampling
GANs
stat.ML