Continual Multi-task Gaussian Processes

Pablo Moreno-Muñoz, Antonio Artés-Rodríguez, Mauricio A. Álvarez

We address the problem of continual learning in multi-task Gaussian process (GP) models for handling sequential input-output observations. Our approach extends the existing prior-p…