Fergus Simpson

According to our database, Fergus Simpson authored at least 5 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Neural Diffusion Processes.

Vincent Dutordoir, Alan Saul, Zoubin Ghahramani, Fergus Simpson

Proceedings of the International Conference on Machine Learning, 2023

2021

Marginalised Gaussian Processes with Nested Sampling.

Fergus Simpson, Vidhi Lalchand, Carl Edward Rasmussen

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Kernel Identification Through Transformers.

Fergus Simpson, Ian Davies, Vidhi Lalchand, Alessandro Vullo, Nicolas Durrande, Carl Edward Rasmussen

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Validating Gaussian Process Models with Simulation-Based Calibration.

John McLeod, Fergus Simpson

Proceedings of the 2021 IEEE International Conference on Artificial Intelligence Testing, 2021

The Minecraft Kernel: Modelling correlated Gaussian Processes in the Fourier domain.

Fergus Simpson, Alexis Boukouvalas, Václav Cadek, Elvijs Sarkans, Nicolas Durrande

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021