A System for Massively Parallel Hyperparameter Tuning

Liam Li, Kevin G. Jamieson, Afshin Rostamizadeh, Ekaterina Gonina, Jonathan Ben-tzur, Moritz Hardt, Benjamin Recht, Ameet Talwalkar. A System for Massively Parallel Hyperparameter Tuning. In Inderjit S. Dhillon, Dimitris S. Papailiopoulos, Vivienne Sze, editors, Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020. mlsys.org, 2020. [doi]

Authors

Liam Li

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Kevin G. Jamieson

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Afshin Rostamizadeh

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Ekaterina Gonina

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Jonathan Ben-tzur

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Moritz Hardt

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Benjamin Recht

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Ameet Talwalkar

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