Evan Barnett

Multi-output Orthogonal Gaussian Processes for Noisy Simulator Outputs

A definition of orthogonality for multi-output Gaussian processes, a construction that enforces orthogonality by conditioning each covariance function, and a structured likelihood formulation that significantly improves computational scaling are introduced.