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

, , , , , , , , , , , and . ORSUM@RecSys, volume 3303 of CEUR Workshop Proceedings, CEUR-WS.org, (2022)

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TF-Ranking: Scalable TensorFlow Library for Learning-to-Rank., , , , , , , , , and . KDD, page 2970-2978. ACM, (2019)Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling, , , , , , , , , and 81 other author(s). (2019)cite arxiv:1902.08295.Efficiently Identifying Task Groupings for Multi-Task Learning., , , , , and . CoRR, (2021)Measuring and Harnessing Transference in Multi-Task Learning., , , , , and . CoRR, (2020)Large scale distributed neural network training through online distillation, , , , , and . (2018)cite arxiv:1804.03235.N-Grammer: Augmenting Transformers with latent n-grams., , , , , , , , , and 5 other author(s). CoRR, (2022)LocoProp: Enhancing BackProp via Local Loss Optimization., , and . CoRR, (2021)LocoProp: Enhancing BackProp via Local Loss Optimization., , and . AISTATS, volume 151 of Proceedings of Machine Learning Research, page 9626-9642. PMLR, (2022)On the Factory Floor: ML Engineering for Industrial-Scale Ads Recommendation Models., , , , , , , , , and 2 other author(s). ORSUM@RecSys, volume 3303 of CEUR Workshop Proceedings, CEUR-WS.org, (2022)A Computationally Efficient Sparsified Online Newton Method., , , , , and . CoRR, (2023)