Identifying latent climate signals using sparse hierarchical Gaussian processes
Matt Amos, Thomas Pinder, Paul Young
NeurIPS Workshop on Gaussian Processes, Spatiotemporal Modeling, and Decision-making Systems pdf | code
LancasterAQ: A High Resolution Street Level Dataset of Ultrafine Particles
Matt Amos, Douglas Booker, Rachael Duncan, Lily Gouldsbrough, Thomas Pinder, Paul Young, Jeremy Carter
Under Review arXiv | code
GPJax; A Gaussian process package in JAX Thomas Pinder, Daniel Dodd
Journal of Open Source Software pdf | code
Street-Level Air Pollution Modelling with Graph Gaussian Processes Thomas Pinder, Kathryn Turnbull, Christopher Nemeth, David Leslie
ICLR: AI for Earth and Space Science pdf | presentation
A Probabilistic Assessment of the COVID-19 Lockdown on Air Quality in the UK Thomas Pinder, Michael Hollaway, Christopher Nemeth, Paul Young, David Leslie
In submission arXiv
Stein Variational Gaussian Processes Thomas Pinder, Christopher Nemeth, David Leslie
In submission arXiv | code
GaussianProcesses.jl: A Nonparametric Bayes package for the Julia Language
Jamie Fairbrother, Christopher Nemeth, Maxime Rischard, Johanni Brea, Thomas Pinder
Journal of Statistical Software Paper | code
Towards Large Scale Ad-hoc Teamwork
Elnaz Shafipour Yourdshahi, Thomas Pinder, Gauri Dhawan, Leandro Soriano Marcolino, Plamen Angelov
IEEE International Conference on Agents pdf