Publications

2021

• Monte Carlo Variational Auto-Encoders
  
  • Thin Achille
  • Kotelevskii Nikita
  • Durmus Alain
  • Panov Maxim
  • Moulines Eric
  • Doucet Arnaud
  , 2021, 139. (10.48550/arXiv.2106.15921)
  DOI : 10.48550/arXiv.2106.15921
• A generative model for fBm with deep ReLU neural networks
  
  • Allouche Michaël
  • Girard Stéphane
  • Gobet Emmanuel
  , 2021.
• On the Stability of Random Matrix Product with Markovian Noise: Application to Linear Stochastic Approximation and TD Learning
  
  • Durmus Alain
  • Moulines Eric
  • Naumov Alexey
  • Samsonov Sergey
  • Wai Hoi-To
  , 2021, 134.
• A new simulation strategy for solid rocket motor ignition: coupling a CFD code with a one-dimensional boundary flame model, verification against a fully resolved approach
  
  • François Laurent
  • Dupays Joël
  • Massot Marc
  , 2021. (10.2514/6.2021-3695)
  DOI : 10.2514/6.2021-3695
• Uncertainty quantification for in-flight ice accretion under Appendix-C and Appendix-O conditions
  
  • Gori Giulio
  • Bellosta Tommaso
  • Guardone Alberto
  • Congedo Pietro
  • Le Maitre Olivier
  , 2021. (10.2514/6.2021-2645)
  DOI : 10.2514/6.2021-2645
• Federated mean-field stochastic control with common noise of numerous heterogeneous energy storage systems
  
  • Gobet Emmanuel
  • Grangereau Maxime
  , 2021.
• Causal and Interpretable Rules for Time Series Analysis
  
  • Dhaou Amin
  • Bertoncello Antoine
  • Gourvénec Sébastien
  • Garnier Josselin
  • Le Pennec Erwan
  , 2021, pp.2764-2772. (10.1145/3447548.3467161)
  DOI : 10.1145/3447548.3467161
• Inverse potential problems in divergence form for measures in the plane
  
  • Baratchart Laurent
  • Villalobos Guillén Cristobal
  • Hardin Doug
  ESAIM: Control, Optimisation and Calculus of Variations, EDP Sciences, 2021, 27 (87). (10.1051/cocv/2021082)
  DOI : 10.1051/cocv/2021082
• A tangent linear approximation of the ignition delay time. I: Sensitivity to rate parameters
  
  • Almohammadi Saja
  • Hantouche Mireille
  • Le Maitre Olivier
  • Knio Omar M
  Combustion and Flame, Elsevier, 2021, 230, pp.111426. (10.1016/j.combustflame.2021.111426)
  DOI : 10.1016/j.combustflame.2021.111426
• Generalization bounds for nonparametric regression with β−mixing samples
  
  • Barrera David
  • Gobet Emmanuel
  , 2021.
• Beyond the chemical master equation: stochastic chemical kinetics coupled with auxiliary processes
  
  • Lunz Davin
  • Batt Gregory
  • Ruess Jakob
  • Frédéric Bonnans Joseph
  PLoS Computational Biology, PLOS, 2021. (10.1371/journal.pcbi.1009214)
  DOI : 10.1371/journal.pcbi.1009214
• Uncovering the structure of the French media ecosystem
  
  • Cointet Jean-Philippe
  • Cardon Dominique
  • Mogoutov Andreï
  • Ooghe Benjamin
  • Plique Guillaume
  • Ramaciotti Morales Pedro
  , 2021. (10.48550/arXiv.2107.12073)
  DOI : 10.48550/arXiv.2107.12073
• Accuracy Assessment of Li-ion Batteries Internal Resistance Model Through CFD Simulations, Experimental Measurements And Uncertainties
  
  • Solai Elie
  • Beaugendre Héloïse
  • Bieder Ulrich
  • Congedo Pietro Marco
  , 2021.
• Modelling and numerical simulation of compressible multicomponent flows
  
  • Rai Pratik
  , 2021.
• Spatial dynamics of a population in a heterogeneous environment
  
  • Maillard Pascal
  • Raoul Gaël
  • Tourniaire Julie
  , 2021.
• Generative model for fbm with deep ReLU neural networks
  
  • Allouche Michaël
  • Girard Stéphane
  • Gobet Emmanuel
  , 2021.
• Role of H 3 + ions in deposition of silicon thin films from SiH 4 /H 2 discharges: modeling and experiments
  
  • Zhang Tinghui
  • Orlac’h Jean-Maxime
  • Ghosh Monalisa
  • Giovangigli Vincent
  • Roca I Cabarrocas Pere
  • Novikova Tatiana
  Plasma Sources Science and Technology, IOP Publishing, 2021, 30 (7), pp.075024. (10.1088/1361-6595/ac0da2)
  DOI : 10.1088/1361-6595/ac0da2
• Online Graph Dictionary Learning
  
  • Vincent-Cuaz Cédric
  • Vayer Titouan
  • Flamary Rémi
  • Corneli Marco
  • Courty Nicolas
  , 2021. (10.48550/arXiv.2102.06555)
  DOI : 10.48550/arXiv.2102.06555
• Analyzing the tree-layer structure of Deep Forests
  
  • Arnould Ludovic
  • Boyer Claire
  • Scornet Erwan
  • Lpsm Sorbonne
  , 2021. (10.48550/arXiv.2010.15690)
  DOI : 10.48550/arXiv.2010.15690
• Unbalanced minibatch Optimal Transport; applications to Domain Adaptation
  
  • Fatras Kilian
  • Séjourné Thibault
  • Courty Nicolas
  • Flamary Rémi
  , 2021. (10.48550/arXiv.2103.03606)
  DOI : 10.48550/arXiv.2103.03606
• Second order monotone finite differences discretization of linear anisotropic differential operators
  
  • Bonnans Frédéric
  • Bonnet Guillaume
  • Mirebeau Jean-Marie
  Mathematics of Computation, American Mathematical Society, 2021, 90, pp.2671-2703. (10.1090/mcom/3671)
  DOI : 10.1090/mcom/3671
• Existence of traveling wave solutions for the Diffusion Poisson Coupled Model: a computer-assisted proof
  
  • Breden Maxime
  • Chainais-Hillairet Claire
  • Zurek Antoine
  ESAIM: Mathematical Modelling and Numerical Analysis, EDP Sciences, 2021, 55 (4), pp.1669 - 1697. (10.1051/m2an/2021037)
  DOI : 10.1051/m2an/2021037
• Large population asymptotics for a multitype stochastic SIS epidemic model in randomly switched environment
  
  • Prodhomme Adrien
  • Strickler Édouard
  , 2021.
• The perturbed prox-preconditioned spider algorithm: non-asymptotic convergence bounds
  
  • Fort Gersende
  • Moulines E.
  , 2021, pp.96-100. (10.1109/SSP49050.2021.9513846)
  DOI : 10.1109/SSP49050.2021.9513846
• The Perturbed Prox-Preconditioned SPIDER algorithm for EM-based large scale learning
  
  • Fort Gersende
  • Moulines Eric
  , 2021, pp.316-320. (10.1109/SSP49050.2021.9513769)
  DOI : 10.1109/SSP49050.2021.9513769