SHARK: A Lightweight Model Compression Approach for Large-scale Recommender Systems

Beichuan Zhang, Chenggen Sun, Jianchao Tan +7

Increasing the size of embedding layers has shown to be effective in improving the performance of recommendation models, yet gradually causing their sizes to exceed terabytes in in…