Publications

2020

• The polyhedral structure and complexity of multistage stochastic linear problem with general cost distribution
  
  • Forcier Maël
  • Gaubert Stephane
  • Leclère Vincent
  , 2020.
• Topology optimization of thermal fluid-structure systems using body-fitted meshes and parallel computing
  
  • Feppon Florian
  • Allaire Grégoire
  • Dapogny Charles
  • Jolivet Pierre
  Journal of Computational Physics, Elsevier, 2020, 417, pp.109574. (10.1016/j.jcp.2020.109574)
  DOI : 10.1016/j.jcp.2020.109574
• A bi-level energy management strategy for HEVs under probabilistic traffic conditions
  
  • Le Rhun Arthur
  • Bonnans Frédéric
  • de Nunzio Giovanni
  • Leroy Thomas
  • Martinon Pierre
  , 2020.
• Sparse Inverse Covariance Learning for CMA-ES with Graphical Lasso
  
  • Varelas Konstantinos
  • Auger Anne
  • Hansen Nikolaus
  , 2020.
• A Real-Time Indoor Localization Method with Low-Cost Microwave Doppler Radar Sensors and Particle Filter
  
  • Ferrand Sylvain
  • Alouges François
  • Aussal Matthieu
  , 2020, pp.467-474. (10.1007/978-3-030-58796-3_54)
  DOI : 10.1007/978-3-030-58796-3_54
• Efficient methodology for seismic fragility curves estimation by active learning on Support Vector Machines
  
  • Sainct Rémi
  • Feau Cyril
  • Martinez Jean-Marc
  • Garnier Josselin
  Structural Safety, Elsevier, 2020, 86, pp.101972. (10.1016/j.strusafe.2020.101972)
  DOI : 10.1016/j.strusafe.2020.101972
• Fused Gromov-Wasserstein Distance for Structured Objects
  
  • Vayer Titouan
  • Chapel Laetitia
  • Flamary Rémi
  • Tavenard Romain
  • Courty Nicolas
  Algorithms, MDPI, 2020, 13 (9), pp.212. (10.3390/a13090212)
  DOI : 10.3390/a13090212
• Doubly robust treatment effect estimation with missing attributes
  
  • Mayer Imke
  • Sverdrup Erik
  • Gauss Tobias
  • Moyer Jean-Denis
  • Wager Stefan
  • Josse Julie
  Annals of Applied Statistics, Institute of Mathematical Statistics, 2020, 14 (3), pp.1409-1431. (10.1214/20-AOAS1356)
  DOI : 10.1214/20-AOAS1356
• Apparent diffusion coefficient measured by diffusion MRI of moving and deforming domains
  
  • Mekkaoui Imen
  • Pousin Jerome
  • Hesthaven Jan
  • Li Jing-Rebecca
  Journal of Magnetic Resonance, Elsevier, 2020, 318, pp.106809. (10.1016/j.jmr.2020.106809)
  DOI : 10.1016/j.jmr.2020.106809
• A mathematical approach to deal with nanoparticle polydispersity in surface enhanced Raman spectroscopy to quantify antineoplastic agents
  
  • Dowek Antoine
  • Lê Laetitia Minh Mai
  • Rohmer Tom
  • Legrand François-Xavier
  • Remita Hynd
  • Lampre Isabelle
  • Tfayli Ali
  • Lavielle Marc
  • Caudron Eric
  Talanta, Elsevier, 2020, 217, pp.121040. (10.1016/j.talanta.2020.121040)
  DOI : 10.1016/j.talanta.2020.121040
• Identification d’une signature moléculaire d’hypercortisolisme par analyse du methylome du sang total
  
  • Armignacco Roberta
  • Lartigue Thomas
  • Jouinot Anne
  • Septier Amandine
  • Neou Mario
  • Gaspar Cassandra
  • Perlemoine Karine
  • Bouys Lucas
  • Braun Leah
  • Riester Anne
  • Allassonnière Stéphanie
  • Zennaro Maria Christina
  • Reincke Martin
  • Bertherat Jérôme
  • Beuschlein Felix
  • Assié Guillaume
  Annales d'Endocrinologie = Annals of Endocrinology, Société française d'endocrinologie [1939-....], 2020, 81 (4), pp.180. (10.1016/j.ando.2020.07.117)
  DOI : 10.1016/j.ando.2020.07.117
• Adaptive predictive-questionnaire by approximate dynamic-programming
  
  • Logé Frédéric
  • Le Pennec Erwan
  • Amadou-Boubacar Habiboulaye
  , 2020. (10.18420/muc2020-ws111-264)
  DOI : 10.18420/muc2020-ws111-264
• Hierarchical matrix approximations for space-fractional diffusion equations
  
  • Boukaram Wajih
  • Lucchesi Marco
  • Turkiyyah George
  • Le Maitre Olivier
  • Knio Omar
  • Keyes David
  Computer Methods in Applied Mechanics and Engineering, Elsevier, 2020, 369, pp.113191. (10.1016/j.cma.2020.113191)
  DOI : 10.1016/j.cma.2020.113191
• An efficient dimension reduction for the Gaussian process emulation of two nested codes with functional outputs
  
  • Marque-Pucheu Sophie
  • Perrin Guillaume
  • Garnier Josselin
  Computational Statistics, Springer Verlag, 2020, 35 (3), pp.1059-1099. (10.1007/s00180-019-00926-7)
  DOI : 10.1007/s00180-019-00926-7
• Linear predictor on linearly-generated data with missing values: non consistency and solutions
  
  • Le Morvan Marine
  • Prost Nicolas
  • Josse Julie
  • Scornet Erwan
  • Varoquaux Gaël
  , 2020, PMLR 108, pp.3165-3174.
• A Privacy-preserving Method to Optimize Distributed Resource Allocation
  
  • Jacquot Paulin
  • Beaude Olivier
  • Benchimol Pascal
  • Gaubert Stephane
  • Oudjane Nadia
  SIAM Journal on Optimization, Society for Industrial and Applied Mathematics, 2020, 30 (3), pp.2303-2336. (10.1137/19M127879X)
  DOI : 10.1137/19M127879X
• PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning
  
  • Douillard Arthur
  • Cord Matthieu
  • Ollion Charles
  • Robert Thomas
  • Valle Eduardo
  , 2020, 12365, pp.86-102. (10.1007/978-3-030-58565-5_6)
  DOI : 10.1007/978-3-030-58565-5_6
• Minimizing movements for forced anisotropic mean curvature flow of partitions with mobilities
  
  • Bellettini Giovanni
  • Chambolle Antonin
  • Kholmatov Shokhrukh
  Proceedings of the Royal Society of Edinburgh: Section A, Mathematics, Royal Society of Edinburgh, 2020, 151 (4), pp.1135--1170. (10.1017/prm.2020.53)
  DOI : 10.1017/prm.2020.53
• Differential tomography of micromechanical evolution in elastic materials of unknown micro/macrostructure
  
  • Pourahmadian Fatemeh
  • Haddar Houssem
  SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2020, 13 (3), pp.1302–1330. (10.1137/19M1305707)
  DOI : 10.1137/19M1305707
• Challenging common bolus advisor for self-monitoring type-I diabetes patients using Reinforcement Learning
  
  • Logé Frédéric
  • Le Pennec Erwan
  • Amadou-Boubacar Habiboulaye
  , 2020.
• Minimax optimal rates for Mondrian trees and forests
  
  • Mourtada Jaouad
  • Gaïffas Stéphane
  • Scornet Erwan
  Annals of Statistics, Institute of Mathematical Statistics, 2020, 48 (4), pp.2253-2276. (10.1214/19-AOS1886)
  DOI : 10.1214/19-AOS1886
• Sampling scheme for intractable copula function, application to the computation of tail events in factor copula model
  
  • Bénézet Cyril
  • Gobet Emmanuel
  • Targino Rodrigo
  , 2020.
• Branching diffusion representation of semi-linear elliptic PDEs and estimation using Monte Carlo method
  
  • Agarwal Ankush
  • Claisse Julien
  Stochastic Processes and their Applications, Elsevier, 2020. (10.1016/j.spa.2020.02.009)
  DOI : 10.1016/j.spa.2020.02.009
• Bayesian inference of spatially varying Manning’s n coefficients in an idealized coastal ocean model using a generalized Karhunen-Loève expansion and polynomial chaos
  
  • Siripatana Adil
  • Le Maitre Olivier
  • Knio Omar
  • Dawson Clint
  • Hoteit Ibrahim
  Ocean Dynamics, Springer Verlag, 2020, 70 (8), pp.1103-1127. (10.1007/s10236-020-01382-4)
  DOI : 10.1007/s10236-020-01382-4
• Sampling scheme for intractable copula function, application to the computation of tail events in factor copula model
  
  • Bénézet Cyril
  • Gobet Emmanuel
  • Targino Rodrigo
  , 2020.