"We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning. Shankar, S., Garcia, R., Hellerstein, J. M., & Parameswaran, A. G. CoRR, 2024.
Paper doi bibtex @article{DBLP:journals/corr/abs-2403-16795,
author = {Shreya Shankar and
Rolando Garcia and
Joseph M. Hellerstein and
Aditya G. Parameswaran},
title = {"We Have No Idea How Models will Behave in Production until Production":
How Engineers Operationalize Machine Learning},
journal = {CoRR},
volume = {abs/2403.16795},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.16795},
doi = {10.48550/ARXIV.2403.16795},
eprinttype = {arXiv},
eprint = {2403.16795},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-16795.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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