Hilbert space methods for approximating multi-output latent variable Gaussian processes

Soham Mukherjee, Manfred Claassen, Paul-Christian Bürkner

Gaussian processes are a powerful class of non-linear models, but have limited applicability for larger datasets due to their high computational complexity. In such cases, approxim…