The Minecraft Kernel: Modelling correlated Gaussian Processes in the Fourier domain. - Fergus Simpson; Alexis Boukouvalas; Václav Cadek; Elvijs Sarkans; Nicolas Durrande (AISTATS, 2021)

Validating Gaussian Process Models with Simulation-Based Calibration. - John McLeod; Fergus Simpson (AITest, 2021)

Kernel Identification Through Transformers. - Fergus Simpson; Ian Davies; Vidhi Lalchand; Alessandro Vullo; Nicolas Durrande; Carl Edward Rasmussen (NeurIPS, 2021)

Marginalised Gaussian Processes with Nested Sampling. - Fergus Simpson; Vidhi Lalchand; Carl Edward Rasmussen (NeurIPS, 2021)

Neural Diffusion Processes. - Vincent Dutordoir; Alan Saul; Zoubin Ghahramani; Fergus Simpson (ICML, 2023)