Kernel Multi-task Learning using Task-specific Features

Edwin V. Bonilla, Felix V. Agakov, Christopher K. I. Williams

Abstract: In this paper we are concerned with multitask learning when task-specific features are available. We describe two ways of achieving this using Gaussian process predictors: in the first method, the ...