Fergus Simpson

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 10

Top Topics

Gaussian Process

Diffusion Processes

Top Venues

Publications

Vincent Dutordoir, Alan Saul, Zoubin Ghahramani, Fergus Simpson
Neural Diffusion Processes. ICML (2023)
Vincent Dutordoir, Alan Saul, Zoubin Ghahramani, Fergus Simpson
Neural Diffusion Processes. CoRR (2022)
Fergus Simpson, Alexis Boukouvalas, Václav Cadek, Elvijs Sarkans, Nicolas Durrande
The Minecraft Kernel: Modelling correlated Gaussian Processes in the Fourier domain. CoRR (2021)
Fergus Simpson, Ian Davies, Vidhi Lalchand, Alessandro Vullo, Nicolas Durrande, Carl Edward Rasmussen
Kernel Identification Through Transformers. NeurIPS (2021)
Fergus Simpson, Alexis Boukouvalas, Václav Cadek, Elvijs Sarkans, Nicolas Durrande
The Minecraft Kernel: Modelling correlated Gaussian Processes in the Fourier domain. AISTATS (2021)
Fergus Simpson, Ian Davies, Vidhi Lalchand, Alessandro Vullo, Nicolas Durrande, Carl E. Rasmussen
Kernel Identification Through Transformers. CoRR (2021)
Fergus Simpson, Vidhi Lalchand, Carl Edward Rasmussen
Marginalised Gaussian Processes with Nested Sampling. NeurIPS (2021)
John McLeod, Fergus Simpson
Validating Gaussian Process Models with Simulation-Based Calibration. CoRR (2021)
John McLeod, Fergus Simpson
Validating Gaussian Process Models with Simulation-Based Calibration. AITest (2021)
Fergus Simpson, Vidhi Lalchand, Carl Edward Rasmussen
Marginalised Gaussian Processes with Nested Sampling. CoRR (2020)