Publications

2021

• Formalizing the Face Lattice of Polyhedra
  
  • Allamigeon Xavier
  • Katz Ricardo D.
  • Strub Pierre-Yves
  , 2021.
• Experimental methodology for the accurate stochastic calibration of catalytic recombination affecting reusable spacecraft thermal protection systems
  
  • del Val Anabel
  • Luís Diana
  • Chazot Olivier
  , 2021.
• Reduced order model approach for imaging with waves
  
  • Borcea Liliana
  • Garnier Josselin
  • Mamonov Alexander
  • Zimmerling Jörn
  Inverse Problems, IOP Publishing, 2021, 38 (2), pp.025004. (10.1088/1361-6420/ac41d0)
  DOI : 10.1088/1361-6420/ac41d0
• Trees, forests, and impurity-based variable importance
  
  • Scornet Erwan
  , 2021.
• A surrogate-based optimal likelihood function for the Bayesian calibration of catalytic recombination in atmospheric entry protection materials
  
  • del Val Anabel
  • Le Maître Olivier
  • Magin Thierry E
  • Chazot Olivier
  • Congedo Pietro Marco
  Applied Mathematical Modelling, Elsevier, 2021, 101, pp.791-810. (10.1016/j.apm.2021.07.019)
  DOI : 10.1016/j.apm.2021.07.019
• Differentially Private Federated Learning on Heterogeneous Data
  
  • Noble Maxence
  • Bellet Aurélien
  • Dieuleveut Aymeric
  , 2021.
• Estimation of the largest tail-index and extreme quantiles from a mixture of heavy-tailed distributions
  
  • Girard Stéphane
  • Gobet Emmanuel
  , 2021.
• Multistage hematopoietic stem cell regulation in the mouse: A combined biological and mathematical approach
  
  • Bonnet Celine
  • Gou Panhong
  • Girel Simon
  • Bansaye Vincent
  • Lacout Catherine
  • Bailly Karine
  • Schlagetter Marie-Hélène
  • Lauret Evelyne
  • Méléard Sylvie
  • Giraudier Stéphane
  iScience, Elsevier, 2021. (10.1016/j.isci.2021.103399)
  DOI : 10.1016/j.isci.2021.103399
• Zero-sum repeated games : accelerated algorithms and tropical best-approximation
  
  • Saadi Omar
  , 2021.
• Problème de Schrödinger, inégalités fonctionnelles et transport optimal
  
  • Conforti Giovanni
  , 2021.
• Collections of solids in interaction: suspensions, granular media and micro-swimmers.
  
  • Lefebvre-Lepot Aline
  , 2021.
• Spatial dynamic of interfaces in ecology : deterministic and stochastic models
  
  • Tourniaire Julie
  , 2021.
• Optimisation Topologique du Couple Pièce/Support pour la Fabrication Additive sur Lit de Poudre
  
  • Bihr Martin
  , 2021.
• Federated Expectation Maximization with heterogeneity mitigation and variance reduction
  
  • Dieuleveut Aymeric
  • Fort Gersende
  • Moulines Eric
  • Robin Geneviève
  , 2021. (10.48550/arXiv.2111.02083)
  DOI : 10.48550/arXiv.2111.02083
• Unbalanced Optimal Transport through Non-negative Penalized Linear Regression
  
  • Chapel Laetitia
  • Flamary Rémi
  • Wu Haoran
  • Févotte Cédric
  • Gasso Gilles
  , 2021, 34. (10.48550/arXiv.2106.04145)
  DOI : 10.48550/arXiv.2106.04145
• Tight High Probability Bounds for Linear Stochastic Approximation with Fixed Stepsize
  
  • Durmus Alain
  • Moulines Eric
  • Naumov Alexey
  • Samsonov Sergey
  • Scaman Kevin
  • Wai Hoi-To
  , 2021, pp.30063 - 30074. (10.5555/3540261.3542562)
  DOI : 10.5555/3540261.3542562
• What's a good imputation to predict with missing values?
  
  • Le Morvan Marine
  • Josse Julie
  • Scornet Erwan
  • Varoquaux Gaël
  , 2021. (10.48550/arXiv.2106.00311)
  DOI : 10.48550/arXiv.2106.00311
• Preserved central model for faster bidirectional compression in distributed settings
  
  • Philippenko Constantin
  • Dieuleveut Aymeric
  , 2021, 34, pp.2387-2399. (10.48550/arXiv.2102.12528)
  DOI : 10.48550/arXiv.2102.12528
• NEO: Non Equilibrium Sampling on the Orbit of a Deterministic Transform
  
  • Thin Achille
  • Janati Yazid
  • Le Corff Sylvain
  • Ollion Charles
  • Doucet Arnaud
  • Durmus Alain
  • Moulines Eric
  • Robert Christian
  , 2021, 34. (10.5555/3540261.3541565)
  DOI : 10.5555/3540261.3541565
• Mean field games : numerical methods and case of risk-averse agents
  
  • Lavigne Pierre
  , 2021.
• Optimisation des supports pour la fabrication additive
  
  • Vallade Alexis
  , 2021.
• A machine learning-based methodology for multi-parametric solution of chemical processes operation optimization under uncertainty
  
  • Shokry Ahmed
  • Medina-González Sergio
  • Baraldi Piero
  • Zio Enrico
  • Moulines Eric
  • Espuña Antonio
  Chemical Engineering Journal, Elsevier, 2021, 425, pp.131632. (10.1016/j.cej.2021.131632)
  DOI : 10.1016/j.cej.2021.131632
• Bayesian calibration of a methane-air global scheme and uncertainty propagation to flame-vortex interactions
  
  • Armengol Jan M
  • Le Maitre Olivier
  • Vicquelin Ronan
  Combustion and Flame, Elsevier, 2021, 234, pp.111642. (10.1016/J.COMBUSTFLAME.2021.111642)
  DOI : 10.1016/J.COMBUSTFLAME.2021.111642
• Identification of glucocorticoid-related molecular signature by whole blood methylome analysis
  
  • Armignacco Roberta
  • Jouinot Anne
  • Bouys Lucas
  • Septier Amandine
  • Lartigue Thomas
  • Neou Mario
  • Gaspar Cassandra
  • Perlemoine Karine
  • Braun Leah
  • Riester Anna
  • Bonnet-Serrano Fidéline
  • Blanchard Anne
  • Amar Laurence
  • Scaroni Carla
  • Ceccato Filippo
  • Rossi Gian Paolo
  • Williams Tracy Ann
  • Larsen Casper K.
  • Allassonnière Stéphanie
  • Zennaro Maria-Christina
  • Beuschlein Felix
  • Reincke Martin
  • Bertherat Jerome
  • Assié Guillaume
  European Journal of Endocrinology, Oxford Univ. Press, 2021, pp.EJE-21-0907.R1. (10.1530/EJE-21-0907)
  DOI : 10.1530/EJE-21-0907
• Collaborative Learning in the Jungle (Decentralized, Byzantine, Heterogeneous, Asynchronous and Nonconvex Learning)
  
  • El-Mhamdi El-Mahdi
  • Farhadkhani Sadegh
  • Guerraoui Rachid
  • Guirguis Arsany
  • Hoang Lê Nguyên
  • Rouault Sébastien
  , 2021. (10.48550/arXiv.2008.00742)
  DOI : 10.48550/arXiv.2008.00742