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]

Authors

Kenan Sehic

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Alexandre Gramfort

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Joseph Salmon

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Luigi Nardi

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