Actually Sparse Variational Gaussian Processes

Harry Jake Cunningham, Daniel Augusto de Souza, So Takao +2

Gaussian processes (GPs) are typically criticised for their unfavourable scaling in both computational and memory requirements. For large datasets, sparse GPs reduce these demands…