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DEHB: Evolutionary Hyberband for Scalable, Robust and Efficient Hyperparameter Optimization


May 20, 2021
Noor Awad, Neeratyoy Mallik, Frank Hutter


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Squirrel: A Switching Hyperparameter Optimizer


Dec 16, 2020
Noor Awad, Gresa Shala, Difan Deng, Neeratyoy Mallik, Matthias Feurer, Katharina Eggensperger, Andre' Biedenkapp, Diederick Vermetten, Hao Wang, Carola Doerr, Marius Lindauer, Frank Hutter


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Differential Evolution for Neural Architecture Search


Dec 11, 2020
Noor Awad, Neeratyoy Mallik, Frank Hutter


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Neural Architecture Evolution in Deep Reinforcement Learning for Continuous Control


Dec 04, 2019
Jörg K. H. Franke, Gregor Köhler, Noor Awad, Frank Hutter

* NeurIPS 2019 MetaLearn Workshop 

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