Leveraging Importance Weights in Subset Selection

Gui Citovsky, Giulia DeSalvo, Sanjiv Kumar +3

We present a subset selection algorithm designed to work with arbitrary model families in a practical batch setting. In such a setting, an algorithm can sample examples one at a ti…