Dounia Lakhmiri
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Cahiers du GERAD
mars 2021
Dounia Lakhmiri et Sébastien Le Digabel
Optimizing the hyperparameters and architecture of a neural network is a long yet necessary phase in the development of any new application. This consuming p...
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juin 2020
The Mars Curiosity rover is frequently sending back engineering and science data that goes through a pipeline of systems before reaching its final destinati...
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juil. 2019
G-2019-46
HyperNOMAD: Hyperparameter optimization of deep neural networks using mesh adaptive direct search
HyperNOMAD: Hyperparameter optimization of deep neural networks using mesh adaptive direct search
The performance of deep neural networks is highly sensitive to the choice of the hyperparameters that define the structure of the network and the learning pr...
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mars 2022
Dounia Lakhmiri, Ryan Alimo et Sébastien Le Digabel
Expert Systems with Applications, 168, No article: 116060, 2022
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mars 2022
Dounia Lakhmiri et Sébastien Le Digabel
Operations Research Forum, 3(1), No article: 11, 2022
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juin 2021
Dounia Lakhmiri, Sébastien Le Digabel et Christophe Tribes
ACM Transactions on Mathematical Software, 47(3), 27 pages, 2021
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