The Benefit of Multitask Representation Learning

Andreas Maurer, Massimiliano Pontil, Bernardino Romera-Paredes

We discuss a general method to learn data representations from multiple tasks. We provide a justification for this method in both settings of multitask learning and learning-to-lea…