Publications
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Listed below, are sorted by year, the publications appearing in the HAL open archive.
2021
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Monte Carlo Variational Auto-Encoders
- Thin Achille
- Kotelevskii Nikita
- Durmus Alain
- Panov Maxim
- Moulines Eric
- Doucet Arnaud
DOI : 10.48550/arXiv.2106.15921 -
A generative model for fBm with deep ReLU neural networks
- Allouche Michaël
- Girard Stéphane
- Gobet Emmanuel
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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
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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
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
DOI : 10.2514/6.2021-2645 -
Federated mean-field stochastic control with common noise of numerous heterogeneous energy storage systems
- Gobet Emmanuel
- Grangereau Maxime
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A tangent linear approximation of the ignition delay time. I: Sensitivity to rate parameters
- Almohammadi Saja
- Hantouche Mireille
- Le Maitre Olivier
- Knio Omar M
DOI : 10.1016/j.combustflame.2021.111426 -
Inverse potential problems in divergence form for measures in the plane
- Baratchart Laurent
- Villalobos Guillén Cristobal
- Hardin Doug
DOI : 10.1051/cocv/2021082 -
Causal and Interpretable Rules for Time Series Analysis
- Dhaou Amin
- Bertoncello Antoine
- Gourvénec Sébastien
- Garnier Josselin
- Le Pennec Erwan
DOI : 10.1145/3447548.3467161 -
Generalization bounds for nonparametric regression with β−mixing samples
- Barrera David
- Gobet Emmanuel
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Beyond the chemical master equation: stochastic chemical kinetics coupled with auxiliary processes
- Lunz Davin
- Batt Gregory
- Ruess Jakob
- Frédéric Bonnans Joseph
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
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
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Modelling and numerical simulation of compressible multicomponent flows
- Rai Pratik
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Spatial dynamics of a population in a heterogeneous environment
- Maillard Pascal
- Raoul Gaël
- Tourniaire Julie
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Generative model for fbm with deep ReLU neural networks
- Allouche Michaël
- Girard Stéphane
- Gobet Emmanuel
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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
DOI : 10.1088/1361-6595/ac0da2 -
Online Graph Dictionary Learning
- Vincent-Cuaz Cédric
- Vayer Titouan
- Flamary Rémi
- Corneli Marco
- Courty Nicolas
DOI : 10.48550/arXiv.2102.06555 -
Analyzing the tree-layer structure of Deep Forests
- Arnould Ludovic
- Boyer Claire
- Scornet Erwan
- Lpsm Sorbonne
DOI : 10.48550/arXiv.2010.15690 -
Unbalanced minibatch Optimal Transport; applications to Domain Adaptation
- Fatras Kilian
- Séjourné Thibault
- Courty Nicolas
- Flamary Rémi
DOI : 10.48550/arXiv.2103.03606 -
Second order monotone finite differences discretization of linear anisotropic differential operators
- Bonnans Frédéric
- Bonnet Guillaume
- Mirebeau Jean-Marie
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
DOI : 10.1051/m2an/2021037 -
Large population asymptotics for a multitype stochastic SIS epidemic model in randomly switched environment
- Prodhomme Adrien
- Strickler Édouard
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The perturbed prox-preconditioned spider algorithm: non-asymptotic convergence bounds
- Fort Gersende
- Moulines E.
DOI : 10.1109/SSP49050.2021.9513846 -
The Perturbed Prox-Preconditioned SPIDER algorithm for EM-based large scale learning
- Fort Gersende
- Moulines Eric
DOI : 10.1109/SSP49050.2021.9513769