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Geometry-Aware Gradient Algorithms for Neural Architecture Search

Apr 16, 2020
Liam Li, Mikhail Khodak, Maria-Florina Balcan, Ameet Talwalkar

* 31 pages, 5 figures 

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Exploiting Reuse in Pipeline-Aware Hyperparameter Tuning

Mar 12, 2019
Liam Li, Evan Sparks, Kevin Jamieson, Ameet Talwalkar


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Random Search and Reproducibility for Neural Architecture Search

Feb 20, 2019
Liam Li, Ameet Talwalkar


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Massively Parallel Hyperparameter Tuning

Oct 17, 2018
Liam Li, Kevin Jamieson, Afshin Rostamizadeh, Ekaterina Gonina, Moritz Hardt, Benjamin Recht, Ameet Talwalkar

* Corrected typo in Algorithm 1 

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