Robust Training Objectives Improve Embedding-based Retrieval in Industrial Recommendation Systems

Matthew Kolodner, Mingxuan Ju, Zihao Fan, Tong Zhao 0003, Elham Ghazizadeh, Yan Wu, Neil Shah, Yozen Liu. Robust Training Objectives Improve Embedding-based Retrieval in Industrial Recommendation Systems. In Valerio Guarrasi, Federico Siciliano, Fabrizio Silvestri, editors, Proceedings of the Workshop Design, Evaluation, and Deployment of Robust Recommender Systems (RobustRecSys 2024) co-located with the 18th ACM Conference on Recommender Systems (RecSys 2024), Bari, Italy, October 18th, 2024. Volume 3924 of CEUR Workshop Proceedings, pages 30-34, CEUR-WS.org, 2024. [doi]

Abstract

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