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Optimizing for Participation in Recommender System

Published: 08 October 2024 Publication History
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References

[1]
Bo Chang, Changping Meng, He Ma, Shuo Chang, Yang Gu, Yajun Peng, Jingchen Feng, Yaping Zhang, Shuchao Bi, Ed H Chi, 2024. Cluster Anchor Regularization to Alleviate Popularity Bias in Recommender Systems. In Companion Proceedings of the ACM on Web Conference 2024. 151–160.
[2]
Minmin Chen, Alex Beutel, Paul Covington, Sagar Jain, Francois Belletti, and Ed H Chi. 2019. Top-k off-policy correction for a REINFORCE recommender system. In Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining. 456–464.
[3]
Qingyun Liu, Zhe Zhao, Liang Liu, Zhen Zhang, Junjie Shan, Yuening Li, Shuchao Bi, Lichan Hong, and Ed H Chi. 2023. Multitask Ranking System for Immersive Feed and No More Clicks: A Case Study of Short-Form Video Recommendation. In Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. 4709–4716.
[4]
Yi Su, Xiangyu Wang, Elaine Ya Le, Liang Liu, Yuening Li, Haokai Lu, Benjamin Lipshitz, Sriraj Badam, Lukasz Heldt, Shuchao Bi, 2024. Long-Term Value of Exploration: Measurements, Findings and Algorithms. In Proceedings of the 17th ACM International Conference on Web Search and Data Mining. 636–644.

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cover image ACM Conferences
RecSys '24: Proceedings of the 18th ACM Conference on Recommender Systems
October 2024
1438 pages
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Published: 08 October 2024

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