Sparse coding for multitask and transfer learning

Andreas Maurer, Massimiliano Pontil, Bernardino Romera-Paredes

We investigate the use of sparse coding and dictionary learning in the context of multitask and transfer learning. The central assumption of our learning method is that the tasks p…