Whither AutoML? Understanding the Role of Automation in Machine Learning Workflows. Xin, D., Wu, E. Y., Lee, D. J. L., Salehi, N., & Parameswaran, A. G. CoRR, 2021.
Whither AutoML? Understanding the Role of Automation in Machine Learning Workflows [link]Paper  bibtex   
@article{DBLP:journals/corr/abs-2101-04834,
  author       = {Doris Xin and
                  Eva Yiwei Wu and
                  Doris Jung Lin Lee and
                  Niloufar Salehi and
                  Aditya G. Parameswaran},
  title        = {Whither AutoML? Understanding the Role of Automation in Machine Learning
                  Workflows},
  journal      = {CoRR},
  volume       = {abs/2101.04834},
  year         = {2021},
  url          = {https://arxiv.org/abs/2101.04834},
  eprinttype    = {arXiv},
  eprint       = {2101.04834},
  timestamp    = {Fri, 22 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2101-04834.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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