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

Downloads: 0