Fast and scalable Gaussian process modeling with applications to astronomical time series

Daniel Foreman-Mackey, Eric Agol, Sivaram Ambikasaran +1

The growing field of large-scale time domain astronomy requires methods for probabilistic data analysis that are computationally tractable, even with large datasets. Gaussian Proce…