Coverage-Based Designs Improve Sample Mining and Hyperparameter Optimization

Gowtham Muniraju, Bhavya Kailkhura, Jayaraman J. Thiagarajan, Peer-Timo Bremer, Cihan Tepedelenlioglu, Andreas Spanias. Coverage-Based Designs Improve Sample Mining and Hyperparameter Optimization. IEEE Transactions on Neural Networks, 32(3):1241-1253, 2021. [doi]

@article{MunirajuKTBTS21,
  title = {Coverage-Based Designs Improve Sample Mining and Hyperparameter Optimization},
  author = {Gowtham Muniraju and Bhavya Kailkhura and Jayaraman J. Thiagarajan and Peer-Timo Bremer and Cihan Tepedelenlioglu and Andreas Spanias},
  year = {2021},
  doi = {10.1109/TNNLS.2020.2982936},
  url = {https://doi.org/10.1109/TNNLS.2020.2982936},
  researchr = {https://researchr.org/publication/MunirajuKTBTS21},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Neural Networks},
  volume = {32},
  number = {3},
  pages = {1241-1253},
}