Cerebro: Efficient and Reproducible Model Selection on Deep Learning Systems

Supun Nakandala, Yuhao Zhang, Arun Kumar. Cerebro: Efficient and Reproducible Model Selection on Deep Learning Systems. In Sebastian Schelter, Neoklis Polyzotis, Stephan Seufert, Manasi Vartak, editors, Proceedings of the 3rd International Workshop on Data Management for End-to-End Machine Learning, DEEM@SIGMOD 2019, Amsterdam, The Netherlands, June 30, 2019. ACM, 2019. [doi]

@inproceedings{NakandalaZK19,
  title = {Cerebro: Efficient and Reproducible Model Selection on Deep Learning Systems},
  author = {Supun Nakandala and Yuhao Zhang and Arun Kumar},
  year = {2019},
  doi = {10.1145/3329486.3329496},
  url = {https://doi.org/10.1145/3329486.3329496},
  researchr = {https://researchr.org/publication/NakandalaZK19},
  cites = {0},
  citedby = {0},
  booktitle = {Proceedings of the 3rd International Workshop on Data Management for End-to-End Machine Learning, DEEM@SIGMOD 2019, Amsterdam, The Netherlands, June 30, 2019},
  editor = {Sebastian Schelter and Neoklis Polyzotis and Stephan Seufert and Manasi Vartak},
  publisher = {ACM},
  isbn = {978-1-4503-6797-4},
}