AutoConf: Automated Configuration of Unsupervised Learning Systems Using Metamorphic Testing and Bayesian Optimization

Lwin Khin Shar, Arda Goknil, Erik Johannes Husom, Sagar Sen, Yan Naing Tun, Kisub Kim. AutoConf: Automated Configuration of Unsupervised Learning Systems Using Metamorphic Testing and Bayesian Optimization. In 38th IEEE/ACM International Conference on Automated Software Engineering, ASE 2023, Luxembourg, September 11-15, 2023. pages 1326-1338, IEEE, 2023. [doi]

@inproceedings{SharGHSTK23,
  title = {AutoConf: Automated Configuration of Unsupervised Learning Systems Using Metamorphic Testing and Bayesian Optimization},
  author = {Lwin Khin Shar and Arda Goknil and Erik Johannes Husom and Sagar Sen and Yan Naing Tun and Kisub Kim},
  year = {2023},
  doi = {10.1109/ASE56229.2023.00094},
  url = {https://doi.org/10.1109/ASE56229.2023.00094},
  researchr = {https://researchr.org/publication/SharGHSTK23},
  cites = {0},
  citedby = {0},
  pages = {1326-1338},
  booktitle = {38th IEEE/ACM International Conference on Automated Software Engineering, ASE 2023, Luxembourg, September 11-15, 2023},
  publisher = {IEEE},
  isbn = {979-8-3503-2996-4},
}