Differentiable Fast Top-K Selection for Large-Scale Recommendation

Yanjie Zhu, Zhen Zhang, Yunli Wang +7

Cascade ranking is a widely adopted paradigm in large-scale information retrieval systems for Top-K item selection. However, the Top-K operator is non-differentiable, hindering end…