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AI-Augmented Multi Function Radar Engineering with Digital Twin: Towards Proactivity

Mathieu Klein , Thomas Carpentier , Eric Jeanclaude , Rami Kassab , Konstantinos Varelas , et al.
2020 IEEE International Radar Conference, Sep 2020, Florence, Italy
Communication dans un congrès hal-02872199v1
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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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Benchmarking large-scale continuous optimizers: the bbob-largescale testbed, a COCO software guide and beyond

Konstantinos Varelas , Ouassim Ait El Hara , Dimo Brockhoff , Nikolaus Hansen , Duc Manh Nguyen , et al.
Applied Soft Computing, 2020, 97 (A), pp.106737. ⟨10.1016/j.asoc.2020.106737⟩
Article dans une revue hal-02960253v1
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Sparse Inverse Covariance Learning for CMA-ES with Graphical Lasso

Konstantinos Varelas , Anne Auger , Nikolaus Hansen
PPSN 2020 - Sixteenth International Conference on Parallel Problem Solving from Nature, Sep 2020, Leiden, Netherlands
Communication dans un congrès hal-02960269v2
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Benchmarking Multivariate Solvers of SciPy on the Noiseless Testbed

Konstantinos Varelas , Marie-Ange Dahito
GECCO 2019 Companion - The Genetic and Evolutionary Computation Conference, Jul 2019, Prague, Czech Republic. ⟨10.1145/3319619.3326891⟩
Communication dans un congrès hal-02160099v1
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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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Randomized Derivative Free Optimization via CMA-ES and Sparse Techniques - Applications to Radars

Konstantinos Varelas
Optimization and Control [math.OC]. IP Paris, 2021. English. ⟨NNT : ⟩
Thèse tel-03152343v1
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Benchmarking Large Scale Variants of CMA-ES and L-BFGS-B on the bbob-largescale Testbed

Konstantinos Varelas
GECCO 2019 Companion - The Genetic and Evolutionary Computation Conference, Jul 2019, Prague, Czech Republic. ⟨10.1145/3319619.3326893⟩
Communication dans un congrès hal-02160106v1