9 citations · 9 across the 2 of their papers we have counts for
2 papers
stat.ML2023
Integrated Variational Fourier Features for Fast Spatial Modelling with Gaussian Processes
Talay M Cheema, Carl Edward Rasmussen
Sparse variational approximations are popular methods for scaling up inference and learning in Gaussian processes to larger datasets. For training points, exact inference has $…
cs.LG2022★ 9 cited
Kernel Learning for Explainable Climate Science
Vidhi Lalchand, Kenza Tazi, Talay M. Cheema +2
The Upper Indus Basin, Himalayas provides water for 270 million people and countless ecosystems. However, precipitation, a key component to hydrological modelling, is poorly unders…