Simple Lifelong Learning Machines

Jayanta Dey, Joshua T. Vogelstein, Hayden S. Helm +13

In lifelong learning, data are used to improve performance not only on the present task, but also on past and future (unencountered) tasks. While typical transfer learning algorith…