Publications

2023

• Spherical Harmonics and Discontinuous Galerkin Finite Element Methods for the Three-Dimensional Neutron Transport Equation: Application to Core and Lattice Calculation
  
  • Assogba Kenneth
  • Bourhrara Lahbib
  • Zmijarevic Igor
  • Allaire Grégoire
  • Galia Antonio
  Nuclear Science and Engineering, Academic Press, 2023, 197 (8), pp.1584-1599. (10.1080/00295639.2022.2154546)
  DOI : 10.1080/00295639.2022.2154546
• Tropical Complementarity Problems and Nash Equilibria
  
  • Allamigeon Xavier
  • Gaubert Stéphane
  • Meunier Frédéric
  SIAM Journal on Discrete Mathematics, Society for Industrial and Applied Mathematics, 2023, 37 (3), pp.1645-1665. (10.1137/21M1446861)
  DOI : 10.1137/21M1446861
• Neural Networks: From the Perceptron to Deep Nets
  
  • Gabrié Marylou
  • Ganguli Surya
  • Lucibello Carlo
  • Zecchina Riccardo
  , 2023, pp.477-497. (10.1142/9789811273926_0024)
  DOI : 10.1142/9789811273926_0024
• Mean field games with incomplete information
  
  • Bertucci Charles
  , 2023.
• Compressed and distributed least-squares regression: convergence rates with applications to Federated Learning
  
  • Philippenko Constantin
  • Dieuleveut Aymeric
  , 2023. (10.1214/15-AOS1391)
  DOI : 10.1214/15-AOS1391
• A singular infinite dimensional Hamilton-Jacobi-Bellman equation arising from a storage problem
  
  • Bertucci Charles
  • Lasry Jean-Michel
  • Lions Pierre Louis
  , 2023.
• Input uncertainty propagation through trained neural networks
  
  • Monchot Paul
  • Coquelin Loïc
  • Petit Sébastien J
  • Marmin Sébastien
  • Le Pennec Erwan
  • Fischer Nicolas
  , 2023.
• Optimal ecological transition path of a credit portfolio distribution, based on Multidate Monge-Kantorovich formulation
  
  • Gobet Emmanuel
  • Lage Clara
  , 2023.
• Analysis of a combined spherical harmonics and discontinuous Galerkin discretization for the Boltzmann transport equation
  
  • Assogba Kenneth
  • Allaire Grégoire
  • Bourhrara Lahbib
  , 2023.
• Mean field games of controls: On the convergence of Nash equilibria
  
  • Djete Mao Fabrice
  The Annals of Applied Probability, Institute of Mathematical Statistics (IMS), 2023, 33 (4). (10.1214/22-AAP1879)
  DOI : 10.1214/22-AAP1879
• Structured dictionary learning of rating migration matrices for credit risk modeling
  
  • Allouche Michaël
  • Gobet Emmanuel
  • Lage Clara
  • Mangin Edwin
  , 2023.
• Statistical Error Bounds for Weighted Mean and Median, with Application to Robust Aggregation of Cryptocurrency Data
  
  • Allouche Michaël
  • Echenim Mnacho
  • Gobet Emmanuel
  • Maurice Anne-Claire
  , 2023.
• A Rank-Based Reward between a Principal and a Field of Agents: Application to Energy Savings
  
  • Alasseur Clémence
  • Bayraktar Erhan
  • Dumitrescu Roxana
  • Jacquet Quentin
  , 2023.
• Reducing exit-times of diffusions with repulsive interactions
  
  • Chaudru de Raynal Paul-Eric
  • Duong Manh Hong
  • Monmarché Pierre
  • Tomasevic Milica
  • Tugaut Julian
  ESAIM: Probability and Statistics, EDP Sciences, 2023, 27, pp.723-748. (10.1051/ps/2023012)
  DOI : 10.1051/ps/2023012
• Introduction to Many-Criteria Optimization and Decision Analysis
  
  • Brockhoff Dimo
  • Emmerich Michael
  • Naujoks Boris
  • Purshouse Robin
  , 2023, pp.3-28. (10.1007/978-3-031-25263-1_1)
  DOI : 10.1007/978-3-031-25263-1_1
• Many-Criteria Optimization and Decision Analysis
  
  • Brockhoff Dimo
  • Emmerich Michael
  • Naujoks Boris
  • Purshouse Robin
  , 2023. (10.1007/978-3-031-25263-1)
  DOI : 10.1007/978-3-031-25263-1
• Balanced Training of Energy-Based Models with Adaptive Flow Sampling
  
  • Grenioux Louis
  • Moulines Éric
  • Gabrié Marylou
  , 2023.
• Automated approach for source location in shallow waters
  
  • Niclas Angèle
  • Garnier Josselin
  , 2023.
• An Active Learning Strategy for Joint Surrogate Models Construction with Compatibility Conditions: Application to VPP
  
  • Pocheau Malo
  • Le Maître Olivier
  • Bañuls Renaud
  Journal of Sailing Technology, The Society of Naval Architects and Marine Engineers, 2023, 8 (01), pp.76-95. (10.5957/jst/2023.8.5.76)
  DOI : 10.5957/jst/2023.8.5.76
• The Tropical Nullstellensatz and Positivstellensatz for Sparse Polynomial Systems
  
  • Akian Marianne
  • Béreau Antoine
  • Gaubert Stéphane
  , 2023. (10.1145/3597066.3597089)
  DOI : 10.1145/3597066.3597089
• Decomposed resolution of finite-state aggregative optimal control problems
  
  • Liu Kang
  • Oudjane Nadia
  • Pfeiffer Laurent
  , 2023, pp.56-63. (10.1137/1.9781611977745.8)
  DOI : 10.1137/1.9781611977745.8
• Conformal Prediction with Missing Values
  
  • Zaffran Margaux
  • Dieuleveut Aymeric
  • Josse Julie
  • Romano Yaniv
  , 2023, PMLR202, pp.40578.
• Comparison of meta-learners for estimating multi-valued treatment heterogeneous effects
  
  • Acharki Naoufal
  • Lugo Ramiro
  • Bertoncello Antoine
  • Garnier Josselin
  , 2023, 202, pp.91-132.
• Naive imputation implicitly regularizes high-dimensional linear models
  
  • Ayme Alexis
  • Boyer Claire
  • Dieuleveut Aymeric
  • Scornet Erwan
  , 2023.
• On Sampling with Approximate Transport Maps
  
  • Grenioux Louis
  • Durmus Alain Oliviero
  • Moulines Éric
  • Gabrié Marylou
  , 2023, 202, pp.11698-11733.