Léo Souquet

According to our database, Léo Souquet authored at least 8 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Convolutional neural network architecture search based on fractal decomposition optimization algorithm.

Léo Souquet, Nadiya Shvai, Arcadi Llanza, Amir Nakib

Expert Syst. Appl., March, 2023

2020

Fractal Decomposition Approach for Continuous Multi-Objective Optimization Problems.

Léo Souquet, El-Ghazali Talbi, Amir Nakib

IEEE Access, 2020

HyperFDA: a bi-level optimization approach to neural architecture search and hyperparameters' optimization via fractal decomposition-based algorithm.

Léo Souquet, Nadiya Shvai, Arcadi Llanza, Amir Nakib

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Hyperparameters optimization for neural network training using Fractal Decomposition-based Algorithm.

Léo Souquet, Nadiya Shvai, Arcadi Llanza, Amir Nakib

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

Design of optimization algorithms for large scale continuous problems : application on deep learning. (Conception d'algorithmes d'optimisation pour problèmes en grandes dimensions : application au Deep Learning).

Léo Souquet

PhD thesis, 2019

Parallel fractal decomposition based algorithm for big continuous optimization problems.

Amir Nakib, Leo Souquet, El-Ghazali Talbi

J. Parallel Distributed Comput., 2019

Multi-node environment strategy for Parallel Deterministic Multi-Objective Fractal Decomposition.

Leo Souquet, Amir Nakib

CoRR, 2019

2017

Deterministic metaheuristic based on fractal decomposition for large-scale optimization.

Amir Nakib, S. Ouchraa, Nadiya Shvai, Leo Souquet, El-Ghazali Talbi

Appl. Soft Comput., 2017