Scalable Hyperparameter Optimization with Lazy Gaussian Processes

Raju Ram, Sabine Müller, Franz-Josef Pfreundt, Nicolas R. Gauger, Janis Keuper. Scalable Hyperparameter Optimization with Lazy Gaussian Processes. In 2019 IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, MLHPC@SC, Denver, CO, USA, November 18, 2019. pages 56-65, IEEE, 2019. [doi]

@inproceedings{RamMPGK19,
  title = {Scalable Hyperparameter Optimization with Lazy Gaussian Processes},
  author = {Raju Ram and Sabine Müller and Franz-Josef Pfreundt and Nicolas R. Gauger and Janis Keuper},
  year = {2019},
  doi = {10.1109/MLHPC49564.2019.00011},
  url = {https://doi.org/10.1109/MLHPC49564.2019.00011},
  researchr = {https://researchr.org/publication/RamMPGK19},
  cites = {0},
  citedby = {0},
  pages = {56-65},
  booktitle = {2019 IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, MLHPC@SC, Denver, CO, USA, November 18, 2019},
  publisher = {IEEE},
  isbn = {978-1-7281-5985-0},
}