Publications

2021

• DMS and MultiGLODS: Black-Box Optimization Benchmarking of Two Direct Search Methods on the bbob-biobj Test Suite
  
  • Brockhoff Dimo
  • Plaquevent-Jourdain Baptiste
  • Auger Anne
  • Hansen Nikolaus
  , 2021, pp.8. (10.1145/3449726.3463207)
  DOI : 10.1145/3449726.3463207
• GECCO 2021 Tutorial on Benchmarking Multiobjective Optimizers 2.0
  
  • Brockhoff Dimo
  • Tušar Tea
  , 2021, pp.664-668. (10.1145/3449726.3461421)
  DOI : 10.1145/3449726.3461421
• Augmented Lagrangian, penalty techniques and surrogate modeling for constrained optimization with CMA-ES
  
  • Dufossé Paul
  • Hansen Nikolaus
  , 2021. (10.1145/3449639.3459340)
  DOI : 10.1145/3449639.3459340
• Hypervolume in Biobjective Optimization Cannot Converge Faster Than $\Omega(1/p)$
  
  • Marescaux Eugénie
  • Hansen Nikolaus
  , 2021. (10.1145/3449639.3459371)
  DOI : 10.1145/3449639.3459371
• Benchmarking: state-of-the-art and beyond
  
  • Auger Anne
  • Hansen Nikolaus
  , 2021, pp.339-340. (10.1145/3449726.3461424)
  DOI : 10.1145/3449726.3461424
• Revisiting the framework for intermittency in Lagrangian stochastic models for turbulent flows: a way to an original and versatile numerical approach
  
  • Letournel Roxane
  • Goudenège Ludovic
  • Zamansky Rémi
  • Vié Aymeric
  • Massot Marc
  Physical Review E : Statistical, Nonlinear, and Soft Matter Physics, American Physical Society, 2021, 104, pp.015104. (10.1103/PhysRevE.104.015104)
  DOI : 10.1103/PhysRevE.104.015104
• Master equation for the finite state space planning problem
  
  • Bertucci Charles
  • Lasry Jean-Michel
  • Lions Pierre-Louis
  Archive for Rational Mechanics and Analysis, Springer Verlag, 2021, 242 (1), pp.327-342. (10.1007/s00205-021-01687-8)
  DOI : 10.1007/s00205-021-01687-8
• CMA-ES and advanced adaptation mechanisms
  
  • Akimoto Youhei
  • Hansen Nikolaus
  , 2021, pp.636-663. (10.1145/3449726.3462748)
  DOI : 10.1145/3449726.3462748
• Porting the Mathematical Components library to Hierarchy Builder
  
  • Affeldt Reynald
  • Allamigeon Xavier
  • Bertot Yves
  • Canu Quentin
  • Cohen Cyril
  • Roux Pierre
  • Sakaguchi Kazuhiko
  • Tassi Enrico
  • Théry Laurent
  • Trunov Anton
  , 2021.
• Orlicz norm and concentration inequalities for beta-heavy tailed distributions
  
  • Chamakh Linda
  • Gobet Emmanuel
  • Liu Wenjun
  , 2021.
• Sampling scheme for intractable copula function, application to the computation of tail events in factor copula model
  
  • Bénézet Cyril
  • Gobet Emmanuel
  • Targino Rodrigo
  , 2021.
• A New Class of Stochastic EM Algorithms. Escaping Local Maxima and Handling Intractable Sampling
  
  • Allassonnière Stéphanie
  • Chevallier Juliette
  Computational Statistics and Data Analysis, Elsevier, 2021, 159, pp.107159. (10.1016/j.csda.2020.107159)
  DOI : 10.1016/j.csda.2020.107159
• AMF: Aggregated Mondrian forests for online learning
  
  • Mourtada Jaouad
  • Gaïffas Stéphane
  • Scornet Erwan
  Journal of the Royal Statistical Society: Series B, Royal Statistical Society, 2021, 83 (3), pp.505-533. (10.1111/rssb.12425)
  DOI : 10.1111/rssb.12425
• Strong approximation in h-mass of rectifiable currents under homological constraint
  
  • Chambolle Antonin
  • Ferrari Luca Alberto Davide
  • Merlet Benoît
  Advances in Calculus of Variation, Walter de Gruyter GmbH, 2021, 14 (3), pp.343--363. (10.1515/acv-2018-0079)
  DOI : 10.1515/acv-2018-0079
• Orlicz norms and concentration inequalities for β-heavy tailed random variables
  
  • Chamakh Linda
  • Gobet Emmanuel
  • Liu Wenjun
  , 2021.
• On the approximation of extreme quantiles with ReLU neural networks
  
  • Allouche Michaël
  • Girard Stéphane
  • Gobet Emmanuel
  , 2021.
• Statistical modelling of medical data and theoretical analysis of estimation algorithms
  
  • Debavelaere Vianney
  , 2021.
• SOME RECENT ADVANCES ON THE METHOD OF MOMENTS IN KINETIC THEORY
  
  • Pichard Teddy
  , 2023, 75, pp.86-95. (10.1051/proc/202375086)
  DOI : 10.1051/proc/202375086
• New preconditioners for the Laplace and Helmholtz integral equations on open curves: analytical framework and numerical results
  
  • Alouges François
  • Averseng Martin
  Numerische Mathematik, Springer Verlag, 2021, 148 (2), pp.255-292. (10.1007/s00211-021-01189-5)
  DOI : 10.1007/s00211-021-01189-5
• Une classe de schémas conservatifs sur grilles décalées pour les systèmes hyperboliques
  
  • Ndjinga Michael
  • Ait Ameur Katia
  • Mounier Coraline
  , 2021.
• Techniques de spatialisation binaurale pour le guidage de sportifs non-voyants
  
  • Ferrand Sylvain
  , 2021.
• Best $k$-layer neural network approximations
  
  • Lim Lek-Heng
  • Michałek Mateusz
  • Qi Yang
  Constructive Approximation, Springer Verlag, 2021, 55 (1), pp.583-604. (10.1007/s00365-021-09545-2)
  DOI : 10.1007/s00365-021-09545-2
• On the approximation of extreme quantiles with neural networks
  
  • Allouche Michaël
  • Girard Stéphane
  • Gobet Emmanuel
  , 2021, pp.1-5.
• Geom-SPIDER-EM: Faster Variance Reduced Stochastic Expectation Maximization for Nonconvex Finite-Sum Optimization
  
  • Fort Gersende
  • Moulines Eric
  • Wai Hoi-To
  , 2021, pp.3135-3139. (10.1109/ICASSP39728.2021.9414271)
  DOI : 10.1109/ICASSP39728.2021.9414271
• Interferometric Graph Transform for Community Labeling
  
  • Grinsztajn Nathan
  • Leconte Louis
  • Preux Philippe
  • Oyallon Edouard
  , 2021.