Faster Greedy MAP Inference for Determinantal Point Processes

Insu Han, Prabhanjan Kambadur, KyoungSoo Park, Jinwoo Shin

Abstract: Determinantal point processes (DPPs) are popular probabilistic models that arise in many machine learning tasks, where distributions of diverse sets are characterized by determinants of their featu...