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Léo Souquet
Léo Souquet
Cyclope.ai
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Title
Cited by
Cited by
Year
Deterministic metaheuristic based on fractal decomposition for large-scale optimization
A Nakib, S Ouchraa, N Shvai, L Souquet, EG Talbi
Applied Soft Computing 61, 468-485, 2017
262017
Parallel fractal decomposition based algorithm for big continuous optimization problems
A Nakib, L Souquet, EG Talbi
Journal of Parallel and Distributed Computing 133, 297-306, 2019
102019
Convolutional neural network architecture search based on fractal decomposition optimization algorithm
L Souquet, N Shvai, A Llanza, A Nakib
Expert Systems with Applications 213, 118947, 2023
92023
Hyperparameters optimization for neural network training using Fractal Decomposition-based Algorithm
L Souquet, N Shvai, A Llanza, A Nakib
2020 IEEE Congress on Evolutionary Computation (CEC), 1-6, 2020
32020
Fractal decomposition approach for continuous multi-objective optimization problems
L Souquet, A Nakib
IEEE Access 8, 167604-167619, 2020
22020
HyperFDA: a bi-level optimization approach to neural architecture search and hyperparameters' optimization via fractal decomposition-based algorithm
L Souquet, N Shvai, A Llanza, A Nakib
Proceedings of the 2020 genetic and evolutionary computation conference …, 2020
22020
Design of optimization algorithms for large scale continuous problems: application on deep learning
L Souquet
Université Paris-Est, 2019
12019
HyperFDA: A Bi-level optimization approach to Neural Architecture Search and Hyperparameters Optimization with Fractal Decomposition-based Algorithm
L Souquet, N Shvai, A Llanza, A Nakib
In Proc. of the 2020 Genetic and Evolutionary Computation Conference …, 2020
2020
Multi-node environment strategy for Parallel Deterministic Multi-Objective Fractal Decomposition
L Souquet, A Nakib
arXiv preprint arXiv:1908.02149, 2019
2019
Deterministic multi-objective fractal decomposition algorithm
L Souquet, A Nakib, EG Talbi
MIC 2019-13th Metaheuristics International Conference, 2019
2019
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