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Noor Awad

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MO-DEHB: Evolutionary-based Hyperband for Multi-Objective Optimization

May 11, 2023
Noor Awad, Ayushi Sharma, Philipp Muller, Janek Thomas, Frank Hutter

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Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML

Mar 15, 2023
Hilde Weerts, Florian Pfisterer, Matthias Feurer, Katharina Eggensperger, Edward Bergman, Noor Awad, Joaquin Vanschoren, Mykola Pechenizkiy, Bernd Bischl, Frank Hutter

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Automated Dynamic Algorithm Configuration

May 27, 2022
Steven Adriaensen, André Biedenkapp, Gresa Shala, Noor Awad, Theresa Eimer, Marius Lindauer, Frank Hutter

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HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO

Sep 14, 2021
Katharina Eggensperger, Philipp Müller, Neeratyoy Mallik, Matthias Feurer, René Sass, Aaron Klein, Noor Awad, Marius Lindauer, Frank Hutter

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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

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