Awesome Generative Models
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Mark van Der Wilk — most-cited papers & profile · Generative Models
← authors
·
overview
Mark van Der Wilk
13
papers ·
233
citations ·
19
h-index
University of Bristol · University of Oxford · Science Oxford
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
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
James Hensman
· 4
Adri\`a Garriga-Alonso
· 1
Topics
stat.AP
stat.ML
stat.TH
math.ST
Training & Sampling
GANs
cs.NA