Understanding and Scaling Collaborative Filtering Optimization from the Perspective of Matrix Rank.

@inproceedings{loveland-2025-understanding, author = {Donald Loveland and Xinyi Wu and Tong Zhao and Danai Koutra and Neil Shah and Mingxuan Ju}, editor = {Guodong Long and Michale Blumestein and Yi Chang and Liane Lewin-Eytan and Zi Huang and Elad Yom-Tov}, title = {{Understanding and Scaling Collaborative Filtering Optimization from the Perspective of Matrix Rank}}, booktitle = {{Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025}}, pages = {436--449}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3696410.3714904}, doi = {https://doi.org/10.1145/3696410.3714904} }