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Stochastic Black-Box Optimization and Benchmarking in Large Dimensions

 Ouassim Ait Elhara
Artificial Intelligence [cs.AI]. Université Paris Saclay (COmUE), 2017. English. ⟨NNT : 2017SACLS211⟩
Thèse tel-01615829v1
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A Median Success Rule for Non-Elitist Evolution Strategies: Study of Feasibility

 Ouassim Ait Elhara , Anne Auger , Nikolaus Hansen
Genetic and Evolutionary Computation Conference, ACM, Jul 2013, Amsterdam, Netherlands. pp.415-422
Communication dans un congrès hal-00801414v3
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Permuted Orthogonal Block-Diagonal Transformation Matrices for Large Scale Optimization Benchmarking

 Ouassim Ait Elhara , Anne Auger , Nikolaus Hansen
GECCO 2016, Jul 2016, Denver, United States. pp.189-196, ⟨10.1145/2908812.2908937⟩
Communication dans un congrès hal-01308566v3
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Representation learning of writing style

 Julien Hay , Bich-Lien Doan , Fabrice Popineau , Ouassim Ait Elhara
Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020), Nov 2020, Online, France. pp.232-243, ⟨10.18653/v1/2020.wnut-1.30⟩
Communication dans un congrès hal-04244991v1
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On the Use of Semantics in Multi-objective Genetic Programming

 Edgar Galván-López , Efrén Mezura-Montes , Ouassim Ait Elhara , Marc Schoenauer
14th International Conference Parallel Problem Solving from Nature – PPSN XIV, Sep 2016, Edinburgh, United Kingdom. pp.353 - 363, ⟨10.1007/978-3-319-45823-6_33⟩
Communication dans un congrès hal-01387632v1
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Renewal: an online competition platform for news recommender systems

 Julien Hay , Erik M. Bray , Bich-Liên Doan , Fabrice Popineau , Anne-Catherine Letournel , et al.
Challenges in Machine Learning at NeurIPS 2020, Chklovski Tara; Banifatemi Amir; Stolovitzky Gustavo; Mendrik Adriënne, Dec 2020, Online, United States
Communication dans un congrès hal-04421282v1

Automatically Selecting Complementary Vector Representations for Semantic Textual Similarity

 Julien Hay , Tim van de Cruys , Philippe Muller , Bich-Liên Doan , Fabrice Popineau , et al.
Bruno Pinaud; Fabrice Guillet; Fabien Gandon; Christine Largeron. Advances in Knowledge Discovery and Management, 834, Springer International Publishing, pp.45-60, 2019, Studies in Computational Intelligence book series (SCI), 978-3-030-18128-4. ⟨10.1007/978-3-030-18129-1_3⟩
Chapitre d'ouvrage hal-04245019v1
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COCO: The Large Scale Black-Box Optimization Benchmarking (bbob-largescale) Test Suite

 Ouassim Ait Elhara , Konstantinos Varelas , Duc Hung Nguyen , Tea Tušar , Dimo Brockhoff , et al.
2019
Pré-publication, Document de travail hal-02068407v2
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A Comparative Study of Large-scale Variants of CMA-ES

 Konstantinos Varelas , Anne Auger , Dimo Brockhoff , Nikolaus Hansen , Ouassim Ait Elhara , et al.
PPSN XV 2018 - 15th International Conference on Parallel Problem Solving from Nature, Sep 2018, Coimbra, Portugal. pp.3-15, ⟨10.1007/978-3-319-99253-2_1⟩
Communication dans un congrès hal-01881454v2
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