Publications

2025

• Federated UCBVI: Communication-Efficient Federated Regret Minimization with Heterogeneous Agents
  
  • Labbi Safwan
  • Tiapkin Daniil
  • Mancini Lorenzo
  • Mangold Paul
  • Moulines Eric
  , 2025, vol. 258 of PMLR, pp.1315-1323. (10.48550/arXiv.2410.22908)
  DOI : 10.48550/arXiv.2410.22908
• Narrowing the Gap between Adversarial and Stochastic MDPs via Policy Optimization
  
  • Tiapkin Daniil
  • Chzhen Evgenii
  • Stoltz Gilles
  , 2025.
• Learning signals defined on graphs with optimal transport and Gaussian process regression
  
  • Carpintero Perez Raphaël
  • da Veiga Sébastien
  • Garnier Josselin
  • Staber Brian
  , 2025.
• Personalized Convolutional Dictionary Learning of Physiological Time Series
  
  • Roques Axel
  • Gruffaz Samuel
  • Kim Kyurae
  • Durmus Alain O
  • Oudre Laurent
  , 2025.
• The evolution of partner preferences: Evidence using matrimonial ads from Canada, France, India and the United States
  
  • Lippmann Quentin
  • Surana Khushboo
  Journal of Economic Behavior and Organization, Elsevier, 2025, 233, pp.106950. (10.1016/j.jebo.2025.106950)
  DOI : 10.1016/j.jebo.2025.106950
• Stochastic Dynamics of Incoherent Branched Flow
  
  • Garnier Josselin
  • Picozzi Antonio
  • Torres Theo
  Physical Review Letters, American Physical Society, 2025, 134, pp.223803. (10.48550/arXiv.2502.07028)
  DOI : 10.48550/arXiv.2502.07028
• Improving the evaluation of samplers on multi-modal targets
  
  • Grenioux Louis
  • Noble Maxence
  • Gabrié Marylou
  , 2025.
• A Γ-convergence result for 2D type-I superconductors
  
  • Cosenza Alessandro
  • Goldman Michael
  • Zilio Alessandro
  Interfaces and Free Boundaries : Mathematical Analysis, Computation and Applications, European Mathematical Society, 2025.
• Simulating integrated Volterra square-root processes and Volterra Heston models via Inverse Gaussian
  
  • Abi Jaber Eduardo
  • Attal Elie
  , 2025.
• Watermark anything with localized messages
  
  • Sander Tom
  • Fernandez Pierre
  • Durmus Alain
  • Furon Teddy
  • Douze Matthijs
  , 2025.
• Learned Reference-based Diffusion Sampler for multi-modal distributions
  
  • Noble Maxence
  • Grenioux Louis
  • Gabrié Marylou
  • Durmus Alain Oliviero
  , 2025.
• Optimizing Backward Policies in GFlowNets via Trajectory Likelihood Maximization
  
  • Gritsaev Timofei
  • Morozov Nikita
  • Samsonov Sergey
  • Tiapkin Daniil
  , 2025. (10.48550/arXiv.2410.15474)
  DOI : 10.48550/arXiv.2410.15474
• Stochastic numerical approximation for nonlinear Fokker-Planck equations with singular kernels
  
  • Cazacu Nicoleta
  , 2025.
• Boundary regularity for nonlocal elliptic equations over Reifenberg flat domains
  
  • Prade Adriano
  , 2025.
• Coupled topology and parametric optimization for electrical machine design with body-fitted meshes
  
  • Gauthey Thomas
  • Allaire Grégoire
  • Bordeu Felipe
  • Hage Hassan Maya
  • Mininger Xavier
  • Ul Rémy
  , 2025.
• Towards History-aware Sensitivity Analysis For Time Series
  
  • Yachouti Mouad
  • Perrin Guillaume
  • Garnier Josselin
  , 2025.
• Reduced Order Modeling for First Order Hyperbolic Systems with Application to Multiparameter Acoustic Waveform Inversion
  
  • Borcea Liliana
  • Garnier Josselin
  • Mamonov Alexander
  • Zimmerling Jörn
  SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2025, 18 (2), pp.851-880. (10.1137/24M1699784)
  DOI : 10.1137/24M1699784
• Operator Learning for Recommender Systems and Uncertainty Quantification
  
  • Pacreau Grégoire
  , 2025.
• GEOMETRIC OPTIMIZATION OF A LITHIUM-ION BATTERY WITH THE DOYLE-FULLER-NEWMAN MODEL
  
  • Joly Richard
  • Allaire Grégoire
  • de Loubens Romain
  , 2025.
• From Glosten-Milgrom to the whole limit order book and applications to financial regulation
  
  • Huang Weibing
  • Pulido Sergio
  • Rosenbaum Mathieu
  • Saliba Pamela
  • Sfendourakis Emmanouil
  , 2025. (10.48550/arXiv.1902.10743)
  DOI : 10.48550/arXiv.1902.10743
• Uncertainty quantification in Bayesian inverse problems with neutron and gamma time correlation measurements
  
  • Lartaud Paul
  • Humbert Philippe
  • Garnier Josselin
  Annals of Nuclear Energy, Elsevier Masson, 2025, 213, pp.111123. (10.1016/j.anucene.2024.111123)
  DOI : 10.1016/j.anucene.2024.111123
• Estimation of extreme risk measures with neural networks
  
  • Allouche Michaël
  • Gobet Emmanuel
  • Girard Stéphane
  , 2025.
• statistical modeling for improving decision-making in team sports
  
  • Baouan Ali
  , 2025.
• Scaffold with Stochastic Gradients: New Analysis with Linear Speed-Up
  
  • Mangold Paul
  • Durmus Alain
  • Dieuleveut Aymeric
  • Moulines Eric
  , 2025.
• Logarithmic Sobolev inequalities for non-equilibrium steady states
  
  • Monmarché Pierre
  • Wang Songbo
  Potential Analysis, Springer Verlag, 2025. (10.1007/s11118-025-10211-6)
  DOI : 10.1007/s11118-025-10211-6