Lokesh Reddy Polu

Bandit Guided Submodular Curriculum for Adaptive Subset Selection

Traditional curriculum learning proceeds from easy to hard samples, yet defining a reliable notion of difficulty remains elusive. Prior work has used submodular functions to induce difficulty scores in curriculum learning. We reinterpret adaptive subset selection and formulate it as a multi-armed ba…