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Johann Dreo

Expert Research Engineer, Institut Pasteur
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"carola-doerr"
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Towards Large Scale Automated Algorithm Design by Integrating Modular Benchmarking Frameworks

Amine Aziz-Alaoui , Carola Doerr , Johann Dreo
Genetic and Evolutionary Computation Conference (GECCO 2021), Jul 2021, Lille, France. ⟨10.1145/3449726.3463155⟩
Communication dans un congrès hal-03233932v1
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Towards Explainable Exploratory Landscape Analysis: Extreme Feature Selection for Classifying BBOB Functions

Quentin Renau , Johann Dréo , Carola Doerr , Benjamin Doerr
Applications of Evolutionary Computation (EvoApplications 2021), Apr 2021, Sevilla (Virtual), Spain. pp.17-33, ⟨10.1007/978-3-030-72699-7_2⟩
Communication dans un congrès hal-03233676v1
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Exploratory Landscape Analysis is Strongly Sensitive to the Sampling Strategy

Quentin Renau , Carola Doerr , Johann Dreo , Benjamin Doerr
Parallel Problem Solving from Nature – PPSN XVI (PPSN 2020), Sep 2020, Leiden, Netherlands. pp.139-153, ⟨10.1007/978-3-030-58115-2_10⟩
Communication dans un congrès hal-02935385v1
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Expressiveness and robustness of landscape features (student workshop paper)

Quentin Renau , Johann Dréo , Carola Doerr , Benjamin Doerr
Genetic and Evolutionary Computation Conference, Companion Material, Jul 2019, Prague, Czech Republic. pp.2048-2051, ⟨10.1145/3319619.3326913⟩
Communication dans un congrès hal-02179612v1
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Making a case for (Hyper-)parameter tuning as benchmark problems

Carola Doerr , Johann Dréo , Pascal Kerschke
Genetic and Evolutionary Computation Conference, Companion Material, Jul 2019, Prague, Czech Republic. pp.1755-1764, ⟨10.1145/3319619.3326857⟩
Communication dans un congrès hal-02179587v1
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Coupling the design of benchmark with algorithm in landscape-aware solver design

Johann Dréo , Carola Doerr , Yann Semet
Genetic and Evolutionary Computation Conference, Companion Material, Jul 2019, Prague, Czech Republic. pp.1419-1420, ⟨10.1145/3319619.3326821⟩
Communication dans un congrès hal-02179604v1