Top-N-Rank: A Scalable List-wise Ranking Method for Recommender Systems

Junjie Liang, Jinlong Hu, Shoubin Dong +1

We propose Top-N-Rank, a novel family of list-wise Learning-to-Rank models for reliably recommending the N top-ranked items. The proposed models optimize a variant of the widely us…