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Lisha Li

2 accepted papers

2017

Hyperband: Bandit-Based Configuration Evaluation for Hyperparameter Optimization

ICLR 2017poster

Performance of machine learning algorithms depends critically on identifying a good set of hyperparameters. While recent approaches use Bayesian Optimization to adaptively select configurations, we focus on speeding up random search through adaptive resource allocation. We present Hyperband, a no…

Cited by 196SourceScholar