Publications

2022

• 6 - AN INTRODUCTION TO STATE SPACE MODELS
  
  • Douc Randal
  • Moulines Éric
  • Stoffer David
  , 2022, pp.215-258. (10.1051/978-2-7598-2741-1.c011)
  DOI : 10.1051/978-2-7598-2741-1.c011
• Variance reduction for additive functionals of Markov chains via martingale representations
  
  • Belomestny D.
  • Moulines E.
  • Samsonov S.
  Statistics and Computing, Springer Verlag (Germany), 2022, 32 (1), pp.16. (10.1007/s11222-021-10073-z)
  DOI : 10.1007/s11222-021-10073-z
• Diffusion bridges vector quantized Variational AutoEncoders
  
  • Cohen Max
  • Quispe Guillaume
  • Le Corff Sylvain
  • Ollion Charles
  • Moulines Eric
  , 2022 (39).
• Multiphysical modelling and simulation of the ignition transient of complete solid rocket motors
  
  • Francois Laurent
  , 2022.
• Importance sampling based active learning for parametric seismic fragility curve estimation
  
  • Gauchy Clement
  • Feau Cyril
  • Garnier Josselin
  , 2022.
• Generalized adaptive partition-based method for two-stage stochastic linear programs : convergence and generalization
  
  • Forcier Maël
  • Leclère Vincent
  , 2022. (10.1016/j.orl.2022.06.004)
  DOI : 10.1016/j.orl.2022.06.004
• Mon Cartable Connecté, du son 3D pour l’enfant hospitalisé
  
  • Aussal Matthieu
  • Chavanne Marie-Françoise
  Interstices, INRIA, 2022.
• Longest minimal length partitions
  
  • Bogosel Beniamin
  • Oudet Edouard
  Interfaces and Free Boundaries : Mathematical Analysis, Computation and Applications, European Mathematical Society, 2022, 24 (1), pp.95-135. (10.4171/IFB/468)
  DOI : 10.4171/IFB/468
• Multi-stage Stochastic Alternating Current Optimal Power Flow with Storage: Bounding the Relaxation Gap
  
  • Grangereau Maxime
  • van Ackooij Wim
  • Gaubert Stéphane
  Electric Power Systems Research, Elsevier, 2022, 206, pp.107774. (10.1016/j.epsr.2022.107774)
  DOI : 10.1016/j.epsr.2022.107774
• Optimizing Noisy Complex Systems Liable to Failure
  
  • Lunz Davin
  SIAM Journal on Applied Mathematics, Society for Industrial and Applied Mathematics, 2022, 82 (1), pp.25-48. (10.1137/21M1416126)
  DOI : 10.1137/21M1416126
• Scintillation of partially coherent light in time-varying complex media
  
  • Garnier Josselin
  • Sølna Knut
  Journal of the Optical Society of America. A Optics, Image Science, and Vision, Optical Society of America, 2022, 39 (8), pp.1309. (10.1364/JOSAA.453358)
  DOI : 10.1364/JOSAA.453358
• Reconstruction from the Fourier transform on the ball via prolate spheroidal wave functions
  
  • Isaev Mikhail
  • Novikov Roman
  Journal de Mathématiques Pures et Appliquées, Elsevier, 2022, 163 (July), pp.318-333. (10.1016/j.matpur.2022.05.008)
  DOI : 10.1016/j.matpur.2022.05.008
• A moment closure based on a projection on the boundary of the realizability domain: Extension and analysis
  
  • Pichard Teddy
  Kinetic and Related Models, AIMS, 2022, 15 (5), pp.793. (10.3934/krm.2022014)
  DOI : 10.3934/krm.2022014
• An ODE Method to Prove the Geometric Convergence of Adaptive Stochastic Algorithms
  
  • Akimoto Youhei
  • Auger Anne
  • Hansen Nikolaus
  Stochastic Processes and their Applications, Elsevier, 2022, 145, pp.269-307. (10.1016/j.spa.2021.12.005)
  DOI : 10.1016/j.spa.2021.12.005
• Gaussian Agency problems with memory and Linear Contracts
  
  • Abi Jaber Eduardo
  • Villeneuve Stéphane
  Finance and Stochastics, Springer Verlag (Germany), 2022.
• Convergence of a finite-volume scheme for a heat equation with a multiplicative Lipschitz noise
  
  • Bauzet Caroline
  • Nabet Flore
  • Schmitz Kerstin
  • Zimmermann Aleksandra
  ESAIM: Mathematical Modelling and Numerical Analysis, EDP Sciences, 2022, 57 (2), pp.745-783. (10.1051/m2an/2022087)
  DOI : 10.1051/m2an/2022087
• A class of short-term models for the oil industry addressing speculative storage
  
  • Achdou Yves
  • Bertucci Charles
  • Lasry Jean-Michel
  • Lions Pierre Louis
  • Rostand Antoine
  • Scheinkman Jose
  Finance and Stochastics, Springer Verlag (Germany), 2022, 26 (3), pp.631--669.
• Differentially Private Federated Learning on Heterogeneous Data
  
  • Noble Maxence
  • Bellet Aurélien
  • Dieuleveut Aymeric
  , 2022.
• Leveraging Local Variation in Data: Sampling and Weighting Schemes for Supervised Deep Learning
  
  • Novello Paul
  • Poëtte Gaël
  • Lugato David
  • Congedo Pietro Marco
  Journal of Machine Learning for Modeling and Computing, Begell House, 2022, 3 (1). (10.1615/JMachLearnModelComput.2022041819)
  DOI : 10.1615/JMachLearnModelComput.2022041819
• Entropic turnpike estimates for the kinetic Schrödinger problem
  
  • Chiarini Alberto
  • Conforti Giovanni
  • Greco Giacomo
  • Ren Zhenjie
  Electronic Journal of Probability, Institute of Mathematical Statistics (IMS), 2022, 27 (none). (10.1214/22-EJP850)
  DOI : 10.1214/22-EJP850
• Coupled topology optimization of structure and connections for bolted mechanical systems
  
  • Rakotondrainibe Lalaina
  • Desai Jeet
  • Orval Patrick
  • Allaire Grégoire
  European Journal of Mechanics - A/Solids, Elsevier, 2022.
• Multidimensional inverse scattering for the Schrödinger equation
  
  • Novikov Roman
  , 2022, 385, pp.75-98. (10.1007/978-3-030-97127-4_3)
  DOI : 10.1007/978-3-030-97127-4_3
• Using hospital data for monitoring the dynamics of COVID 19 in France
  
  • Lavielle Marc
  Journal of Data Science, Statistics, and Visualisation, International Association for Statistical Computing, 2022. (10.52933/jdssv.v2i7.48)
  DOI : 10.52933/jdssv.v2i7.48
• QLSD: Quantised Langevin Stochastic Dynamics for Bayesian Federated Learning
  
  • Vono Maxime
  • Plassier Vincent
  • Durmus Alain
  • Dieuleveut Aymeric
  • Moulines Eric
  , 2022.
• Multidimensional fully adaptive lattice Boltzmann methods with error control based on multiresolution analysis
  
  • Bellotti Thomas
  • Gouarin Loïc
  • Graille Benjamin
  • Massot Marc
  Journal of Computational Physics, Elsevier, 2022, 471, pp.111670. (10.1016/j.jcp.2022.111670)
  DOI : 10.1016/j.jcp.2022.111670