Lazy and Fast Greedy MAP Inference for Determinantal Point Process

Shinichi Hemmi, Taihei Oki, Shinsaku Sakaue +2

The maximum a posteriori (MAP) inference for determinantal point processes (DPPs) is crucial for selecting diverse items in many machine learning applications. Although DPP MAP inf…