Towards Mitigating Dimensional Collapse of Representations in Collaborative Filtering

Huiyuan Chen, Vivian Lai, Hongye Jin, Zhimeng Jiang, Mahashweta Das, Xia Hu. Towards Mitigating Dimensional Collapse of Representations in Collaborative Filtering. In Luz Angelica Caudillo-Mata, Silvio Lattanzi, Andrés Muñoz Medina, Leman Akoglu, Aristides Gionis, Sergei Vassilvitskii, editors, Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024. pages 106-115, ACM, 2024. [doi]

Abstract

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