Documentation
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Alexandre Heuillet

AI Scientist

8

Documents

Affiliations actuelles

1042359
301950

Identifiants chercheurs

alexandre-heuillet
0000-0003-2109-7895
Arxiv : heuillet_a_1

Publications

	D-DARTS: Distributed Differentiable Architecture Search Alexandre Heuillet , Hedi Tabia , Hichem Arioui , Kamal Youcef-Toumi Pattern Recognition Letters, 2023, 176, pp.42--48. ⟨10.1016/j.patrec.2023.10.019⟩ Article dans une revue hal-04270973v1
	NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks Alexandre Heuillet , Hedi Tabia , Hichem Arioui Procedia Computer Science, 2023, 222, pp.58--70. ⟨10.1016/j.procs.2023.08.144⟩ Article dans une revue hal-04200729v1
	Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning with Shapley Values Alexandre Heuillet , Fabien Couthouis , Natalia Diaz-Rodriguez IEEE Computational Intelligence Magazine, 2022, 17 (1), pp.59-71. ⟨10.1109/MCI.2021.3129959⟩ Article dans une revue hal-03549473v1
	Explainability in Deep Reinforcement Learning Alexandre Heuillet , Fabien Couthouis , Natalia Díaz-Rodríguez Knowledge-Based Systems, 2021, ⟨10.1016/j.knosys.2020.106685⟩ Article dans une revue hal-03059366v1

	Automated Siamese Network Design for Image Similarity Computation Alexandre Heuillet , Hedi Tabia , Hichem Arioui 20th International Conference on Content-based Multimedia Indexing (CBMI 2023), Sep 2023, Orleans, France. pp.8--13, ⟨10.1145/3617233.3617243⟩ Communication dans un congrès hal-04420941v1

	Exploring deep neural network differentiable architecture design Alexandre Heuillet Artificial Intelligence [cs.AI]. Université Paris-Saclay, 2023. English. ⟨NNT : 2023UPASG069⟩ Thèse tel-04420933v1

	Efficient Automation of Neural Network Design: A Survey on Differentiable Neural Architecture Search Alexandre Heuillet , Ahmad Nasser , Hichem Arioui , Hedi Tabia 2023 Pré-publication, Document de travail hal-04104238v1
	D-DARTS: Distributed Differentiable Architecture Search Alexandre Heuillet , Hedi Tabia , Hichem Arioui , Kamal Youcef-Toumi 2021 Pré-publication, Document de travail hal-03324857v1