LassoBench: A High-Dimensional Hyperparameter Optimization Benchmark Suite for Lasso

Kenan Sehic, Alexandre Gramfort, Joseph Salmon, Luigi Nardi. LassoBench: A High-Dimensional Hyperparameter Optimization Benchmark Suite for Lasso. In Isabelle Guyon, Marius Lindauer, Mihaela van der Schaar, Frank Hutter, Roman Garnett, editors, International Conference on Automated Machine Learning, AutoML 2022, 25-27 July 2022, Johns Hopkins University, Baltimore, MD, USA. Volume 188 of Proceedings of Machine Learning Research, PMLR, 2022. [doi]

@inproceedings{SehicGSN22,
  title = {LassoBench: A High-Dimensional Hyperparameter Optimization Benchmark Suite for Lasso},
  author = {Kenan Sehic and Alexandre Gramfort and Joseph Salmon and Luigi Nardi},
  year = {2022},
  url = {https://proceedings.mlr.press/v188/sehic22a.html},
  researchr = {https://researchr.org/publication/SehicGSN22},
  cites = {0},
  citedby = {0},
  booktitle = {International Conference on Automated Machine Learning, AutoML 2022, 25-27 July 2022, Johns Hopkins University, Baltimore, MD, USA},
  editor = {Isabelle Guyon and Marius Lindauer and Mihaela van der Schaar and Frank Hutter and Roman Garnett},
  volume = {188},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}