Browsing School of Computer Science and Statistics by Author "Payrosangari, Samin"
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Meta-Hyperband: Hyperparameter optimization with meta-learning and Coarse-to-Fine
Graux, Damien; Payrosangari, Samin; Sadeghi, Afshin; Lehmann, Jens (2020)Hyperparameter optimization is one of the main pillars of machine learning algorithms. In this paper, we introduce Meta-Hyperband: a Hyperband based algorithm that improves the hyperparameter optimization by adding levels ...