Learning what to remember

Robi Bhattacharjee, Gaurav Mahajan

Abstract: We consider a lifelong learning scenario in which a learner faces a neverending and arbitrary stream of facts and has to decide which ones to retain in its limited memory. We introduce a mathematic...