Gaussian orthogonal latent factor processes for large incomplete matrices of correlated data

Mengyang Gu, Hanmo Li

We introduce Gaussian orthogonal latent factor processes for modeling and predicting large correlated data. To handle the computational challenge, we first decompose the likelihood…