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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
Kevin Regan
Gil I. Shamir
Rakesh Shivanna
Qiqi Yan
Published in:
CoRR (2022)
Keyphrases
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complex systems
probabilistic model
engineering design
collaborative filtering
prior knowledge
software engineering
scale space
maximum likelihood
statistical models
artificial intelligence
process model
experimental data
industrial applications