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

Laming Chen, Guoxin Zhang, Eric Zhou

Neural Information Processing Systems 

In addition, our algorithm also adapts to scenarios where the repulsion is only required among nearby few items in the result sequence. We apply the proposed algorithm to generate relevant and diverse recommendations.

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