14 citations
- Centre de Recherche en Informatique, Signal et Automatique de LilleFR11 papers
- Université de LilleFR11 papers
- Centre de Recherche en InformatiqueFR9 papers
- Centre National de la Recherche ScientifiqueFR5 papers
- Centre Inria de l'Université de LilleFR2 papers
- École Centrale de LilleFR2 papers
- Institut national de recherche en sciences et technologies du numériqueFR2 papers
- Laboratoire d'Informatique, de Robotique et de Microélectronique de MontpellierFR2 papers
- Brno University of TechnologyCZ1 paper
- CentraleSupélecFR1 paper
- Centrum Wiskunde & InformaticaNL1 paper
- College of Western IdahoUS1 paper
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cs.NE2024
A Bandit Approach with Evolutionary Operators for Model Selection
Margaux Brégère, Julie Keisler
This work formulates model selection as an infinite-armed bandit problem, namely, a problem in which a decision maker iteratively selects one of an infinite number of fixed choices…
cs.NE2023★ 2 cited
An algorithmic framework for the optimization of deep neural networks architectures and hyperparameters
Julie Keisler, El-Ghazali Talbi, Sandra Claudel +1
In this paper, we propose an algorithmic framework to automatically generate efficient deep neural networks and optimize their associated hyperparameters. The framework is based on…