Using Pipeline Performance Prediction to Accelerate AutoML Systems

Haoxiang Zhang, Roque Lopez, Aécio S. R. Santos, Jorge Piazentin Ono, Aline Bessa, Juliana Freire. Using Pipeline Performance Prediction to Accelerate AutoML Systems. In Proceedings of the Seventh Workshop on Data Management for End-to-End Machine Learning, DEEM 2023, Seattle, WA, USA, 18 June 2023. ACM, 2023. [doi]

@inproceedings{ZhangLSOBF23,
  title = {Using Pipeline Performance Prediction to Accelerate AutoML Systems},
  author = {Haoxiang Zhang and Roque Lopez and Aécio S. R. Santos and Jorge Piazentin Ono and Aline Bessa and Juliana Freire},
  year = {2023},
  doi = {10.1145/3595360.3595856},
  url = {https://doi.org/10.1145/3595360.3595856},
  researchr = {https://researchr.org/publication/ZhangLSOBF23},
  cites = {0},
  citedby = {0},
  booktitle = {Proceedings of the Seventh Workshop on Data Management for End-to-End Machine Learning, DEEM 2023, Seattle, WA, USA, 18 June 2023},
  publisher = {ACM},
}