Milsom, Edward

6 publications

TMLR 2025 Flexible Infinite-Width Graph Convolutional Neural Networks Ben Anson, Edward Milsom, Laurence Aitchison

ICML 2025 Function-Space Learning Rates Edward Milsom, Ben Anson, Laurence Aitchison

ICLR 2024 Convolutional Deep Kernel Machines Edward Milsom, Ben Anson, Laurence Aitchison

NeurIPS 2024 Stochastic Kernel Regularisation Improves Generalisation in Deep Kernel Machines Edward Milsom, Ben Anson, Laurence Aitchison

ICML 2023 A Theory of Representation Learning Gives a Deep Generalisation of Kernel Methods Adam X. Yang, Maxime Robeyns, Edward Milsom, Ben Anson, Nandi Schoots, Laurence Aitchison

UAI 2023 An Improved Variational Approximate Posterior for the Deep Wishart Process Sebastian W. Ober, Ben Anson, Edward Milsom, Laurence Aitchison