Publications

2022

• Time Series Alignment with Global Invariances
  
  • Vayer Titouan
  • Tavenard Romain
  • Chapel Laetitia
  • Courty Nicolas
  • Flamary Rémi
  • Soullard Yann
  Transactions on Machine Learning Research Journal, [Amherst Massachusetts]: OpenReview.net, 2022, 2022.
• Wasserstein Adversarial Regularization for learning with label noise
  
  • Fatras Kilian
  • Damodaran Bharath Bhushan
  • Lobry Sylvain
  • Flamary Remi
  • Tuia Devis
  • Courty Nicolas
  IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, 2022, 44 (10), pp.7296-7306. (10.1109/TPAMI.2021.3094662)
  DOI : 10.1109/TPAMI.2021.3094662
• System of radiative transfer equations for coupled surface and body waves
  
  • de Hoop Maarten
  • Garnier Josselin
  • Sølna Knut
  Zeitschrift für Angewandte Mathematik und Physik = Journal of Applied mathematics and physics = Journal de mathématiques et de physique appliquées, Springer Verlag, 2022, 73 (5), pp.177. (10.1007/s00033-022-01813-w)
  DOI : 10.1007/s00033-022-01813-w
• Optimal strokes for the 4-sphere swimmer at low Reynolds number in the regime of small deformations
  
  • Alouges François
  • Lefebvre-Lepot Aline
  • Weder Philipp
  MathematicS In Action, Société de Mathématiques Appliquées et Industrielles (SMAI), 2022, 11, pp.167-192. (10.5802/msia.23)
  DOI : 10.5802/msia.23
• Mean field optimal stopping and approximations of partial differential equations on Wasserstein space
  
  • Talbi Mehdi
  , 2022.
• Sparse tree-based initialization for neural networks
  
  • Lutz Patrick
  • Arnould Ludovic
  • Boyer Claire
  • Scornet Erwan
  , 2022.
• Statistical Modeling and Inference for Populations of Networks and Longitudinal Data
  
  • Mantoux Clément
  , 2022.
• Boundary conditions for the Boltzmann equation from gas-surface interaction kinetic models
  
  • Aoki Kazuo
  • Giovangigli Vincent
  • Kosuge Shingo
  Physical Review E, American Physical Society (APS), 2022, 106 (3). (10.1103/physreve.106.035306)
  DOI : 10.1103/physreve.106.035306
• Approximate Nash equilibria in large nonconvex aggregative games
  
  • Liu Kang
  • Oudjane Nadia
  • Wan Cheng
  Mathematics of Operations Research, INFORMS, 2022. (10.1287/moor.2022.1321)
  DOI : 10.1287/moor.2022.1321
• Asymptotic limit of the Landau-de Gennes model for liquid crystals around an inclusion
  
  • Stantejsky Dominik
  , 2022.
• On a multi-dimensional McKean-Vlasov SDE with memorial and singular interaction associated to the parabolic-parabolic Keller-Segel model
  
  • Tomašević Milica
  • Woessner Guillaume
  Stochastic Analysis and Applications, Taylor & Francis: STM, Behavioural Science and Public Health Titles, 2022, 42 (4), pp.767-796. (10.1080/07362994.2024.2381768)
  DOI : 10.1080/07362994.2024.2381768
• PEPit: computer-assisted worst-case analyses of first-order optimization methods in Python
  
  • Goujaud Baptiste
  • Moucer Céline
  • Glineur François
  • Hendrickx Julien
  • Taylor Adrien
  • Dieuleveut Aymeric
  , 2022.
• Optimal first-order methods for convex functions with a quadratic upper bound
  
  • Goujaud Baptiste
  • Taylor Adrien
  • Dieuleveut Aymeric
  , 2022.
• Causal effect on a target population: a sensitivity analysis to handle missing covariates
  
  • Colnet Bénédicte
  • Josse Julie
  • Varoquaux Gaël
  • Scornet Erwan
  Journal of Causal Inference, De Gruyter, 2022, 10 (1), pp.372-414. (10.1515/jci-2021-0059)
  DOI : 10.1515/jci-2021-0059
• Comparaison des lois conjointes et marginales par permutation des labels pour la régression et l’estimation de densité conditionnelle
  
  • Riu Benjamin
  , 2022.
• A multilevel fast-marching method
  
  • Akian Marianne
  • Gaubert Stéphane
  • Liu Shanqing
  , 2022.
• Tropical numerical methods for solving stochastic control problems
  
  • Akian Marianne
  • Chancelier Jean-Philippe
  • Pascal Luz
  • Tran Benoît
  , 2022.
• Semi-relaxed Gromov-Wasserstein divergence for graphs classification
  
  • Vincent-Cuaz Cédric
  • Flamary Rémi
  • Corneli Marco
  • Vayer Titouan
  • Courty Nicolas
  , 2022.
• A Patient-Specific Equivalent Dipole Model
  
  • Cardoso Gabriel
  • Robin Geneviève
  • Arrieula Andony
  • Potse Mark
  • Haïssaguerre Michel
  • Moulines Eric
  • Dubois Rémi
  , 2022.
• An accelerated level-set method for inverse scattering problems
  
  • Audibert Lorenzo
  • Haddar Houssem
  • Liu Xiaoli
  SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2022, 15 (3), pp.1576-1600. (10.1137/21M1457783)
  DOI : 10.1137/21M1457783
• Scaling limits of permutation classes with a finite specification: a dichotomy
  
  • Bassino Frédérique
  • Bouvel Mathilde
  • Féray Valentin
  • Gerin Lucas
  • Maazoun Mickaël
  • Pierrot Adeline
  Advances in Mathematics, Elsevier, 2022, 405, pp.108513. (10.1016/j.aim.2022.108513)
  DOI : 10.1016/j.aim.2022.108513
• A refined Weissman estimator for extreme quantiles
  
  • Allouche Michaël
  • El Methni Jonathan
  • Girard Stéphane
  , 2022.
• Non--regular McKean--Vlasov equations and calibration problem in local stochastic volatility models
  
  • Djete Mao Fabrice
  ArXiv e-prints, 2022.
• Finite Difference formulation of any lattice Boltzmann scheme
  
  • Bellotti Thomas
  • Graille Benjamin
  • Massot Marc
  Numerische Mathematik, Springer Verlag, 2022. (10.1007/s00211-022-01302-2)
  DOI : 10.1007/s00211-022-01302-2
• Unbiasing and robustifying implied volatility calibration in a cryptocurrency market with large bid-ask spreads and missing quotes
  
  • Echenim Mnacho
  • Gobet Emmanuel
  • Maurice Anne-Claire
  , 2022.