Fast Greedy MAP Inference for Determinantal Point Process to Improve Recommendation Diversity

Laming Chen, Guoxin Zhang, Hanning Zhou

The determinantal point process (DPP) is an elegant probabilistic model of repulsion with applications in various machine learning tasks including summarization and search. However…