Towards Mitigating Dimensional Collapse of Representations in Collaborative Filtering.

Huiyuan Chen|Vivian Lai|Hongye Jin|Zhimeng Jiang|Mahashweta Das|Xia Hu


Anthology ID:DBLP:conf/wsdm/ChenLJJDH24
Volume:Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024
Year:2024
Venue:Web Search and Data Mining (WSDM)
Publisher:ACM
Pages:106-115
URL:https://doi.org/10.1145/3616855.3635832
DOI:https://doi.org/10.1145/3616855.3635832
DBLP:conf/wsdm/ChenLJJDH24
BibTeX:
@inproceedings{chen-2024-towards, author = {Huiyuan Chen and Vivian Lai and Hongye Jin and Zhimeng Jiang and Mahashweta Das and Xia Hu}, editor = {Luz Angelica Caudillo-Mata and Silvio Lattanzi and Andr\'{e}s Mu\~{n}oz Medina and Leman Akoglu and Aristides Gionis and Sergei Vassilvitskii}, title = {{Towards Mitigating Dimensional Collapse of Representations in Collaborative Filtering}}, booktitle = {{Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024}}, pages = {106--115}, publisher = {ACM}, year = {2024}, url = {https://doi.org/10.1145/3616855.3635832}, doi = {https://doi.org/10.1145/3616855.3635832} }