Ordinal Embedding for Collaborative Filtering: A Unified Regularization for Enhanced Generalization and Interpretability

Jie Yang, Ling Luo, Nestor Cabello, Lars Kulik. Ordinal Embedding for Collaborative Filtering: A Unified Regularization for Enhanced Generalization and Interpretability. In Meeyoung Cha, Chanyoung Park 0001, Noseong Park, Carl Yang 0001, Senjuti Basu Roy, Jessie Li, Jaap Kamps, Kijung Shin, Bryan Hooi, Lifang He 0001, editors, Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025. pages 3762-3772, ACM, 2025. [doi]

Abstract

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