Publications

Kernel Interpolation for Scalable Online Gaussian Processes
Samuel Stanton, Wesley Maddox, Ian Delbridge, Andrew Gordon Wilson
The 24th International Conference on Artificial Intelligence and Statistics (AISTATS 2021)

On the Model-Based Stochastic Value Gradient for Continuous Reinforcement Learning
Brandon Amos, Samuel Stanton, Denis Yarats, Andrew Gordon Wilson
ArXiv Preprint

Generalizing Convolutional Neural Networks for Equivariance to Lie Groups on Arbitrary Continuous Data
Marc Finzi, Samuel Stanton, Pavel Izmailov, Andrew Gordon Wilson
2020 International Conference on Machine Vision and Machine Learning

Beyond the Dublin Regulation: An Algorithm for Redistributing Disproportionate Numbers of Asylum Applications
Samuel Stanton
Undergraduate Thesis