On the Factory Floor: ML Engineering for Industrial-Scale Ads Recommendation Models

Rohan Anil, Sandra Gadanho, Da Huang, Nijith Jacob, Zhuoshu Li, Dong Lin, Todd Phillips, Cristina Pop 0006, Kevin Regan 0001, Gil I. Shamir, Rakesh Shivanna, Qiqi Yan. On the Factory Floor: ML Engineering for Industrial-Scale Ads Recommendation Models. In João Vinagre, Marie Al-Ghossein, Alípio Mário Jorge, Albert Bifet, Ladislav Peska, editors, Proceedings of the 5th Workshop on Online Recommender Systems and User Modeling co-located with the 16th ACM Conference on Recommender Systems, ORSUM@RecSys 2022, Seattle, WA, USA, September 23rd, 2022. Volume 3303 of CEUR Workshop Proceedings, CEUR-WS.org, 2022. [doi]

Abstract

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