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"We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning.

, , , и . CoRR, (2024)

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Rolando Rossi

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BuDDI: A Declarative Bloom Language for CALM Programming., и . CoRR, (2021)Operationalizing Machine Learning: An Interview Study., , , и . CoRR, (2022)VAST challenge 2015: Grand challenge - team VADER/VIS Award for Outstanding Comprehensive Submission., , , , , , , , и . VAST, стр. 119-120. IEEE Computer Society, (2015)The State-of-the-Art in Predictive Visual Analytics., , , , и . Comput. Graph. Forum, 36 (3): 539-562 (2017)100 Years of Progress in Understanding the Stratosphere and Mesosphere, , , , , , , , , и 5 other автор(ы). Meteorological Monographs, (2018)A Visual Analytics Framework for Exploring Theme Park Dynamics., , , , и . ACM Trans. Interact. Intell. Syst., 8 (1): 4:1-4:27 (2018)Identification of potential antiviral compounds against SARS-CoV-2 structural and non structural protein targets: A pharmacoinformatics study of the CAS COVID-19 dataset., , , , , , , , , и 10 other автор(ы). Comput. Biol. Medicine, (2021)Hindsight Logging for Model Training., , , , , , , и . Proc. VLDB Endow., 14 (4): 682-693 (2020)Multiversion Hindsight Logging for Continuous Training., , , , , , и . CoRR, (2023)"We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning., , , и . CoRR, (2024)