Publications

2020

• Machine Learning and Big Data for outlier detection, and applications
  
  • Virouleau Alain
  , 2020.
• Quasi-Stationary Distributions and Resilience: What to get from a sample?
  
  • Chazottes Jean-René
  • Collet Pierre
  • Méléard Sylvie
  • Martínez Servet
  Journal de l'École polytechnique — Mathématiques, École polytechnique, 2020.
• Jeux différentiels stochastiques non-Markoviens etdynamiques de Langevin à champ-moyen
  
  • Hu Kaitong
  , 2020.
• Convergence of a finite-volume scheme for a heat equation with a multiplicative stochastic force
  
  • Bauzet Caroline
  • Nabet Flore
  , 2020.
• Machine learning surrogate models for prediction of point defect vibrational entropy
  
  • Lapointe Clovis
  • Swinburne T D
  • Thiry Louis
  • Mallat Stéphane
  • Proville Laurent
  • Becquart Charlotte
  • Marinica Mihai-Cosmin
  Physical Review Materials, American Physical Society, 2020, 4 (6). (10.1103/PhysRevMaterials.4.063802)
  DOI : 10.1103/PhysRevMaterials.4.063802
• Energy stable discretization for two-phase porous media flows
  
  • Cancès Clément
  • Nabet Flore
  , 2020.
• Assessment of robust optimization for design of rotorcraft airfoils in forward flight
  
  • Fusi Francesca
  • Congedo Pietro Marco
  • Guardone Alberto
  • Quaranta Giuseppe
  Aerospace Science and Technology, Elsevier, 2020, 107, pp.106355. (10.1016/j.ast.2020.106355)
  DOI : 10.1016/j.ast.2020.106355
• Option valuation and hedging using asymmetric risk function: asymptotic optimality through fully nonlinear Partial Differential Equations
  
  • Gobet Emmanuel
  • Pimentel Isaque
  • Warin Xavier
  Finance and Stochastics, Springer Verlag (Germany), 2020, 24 (3), pp.633-675. (10.1007/s00780-020-00428-1)
  DOI : 10.1007/s00780-020-00428-1
• Procédé de gestion décentralisée de consommation électrique non-intrusif
  
  • Jacquot Paulin
  • Oudjane Nadia
  • Beaude Olivier
  • Benchimol Pascal
  • Gaubert Stéphane
  , 2020.
• Horizontal gene transfer: numerical comparison between stochastic and deterministic approaches
  
  • Calvez Vincent
  • Figueroa Iglesias Susely
  • Hivert Hélène
  • Méléard Sylvie
  • Melnykova Anna
  • Nordmann Samuel
  ESAIM: Proceedings and Surveys, EDP Sciences, 2020, 67, pp.135-160. (10.1051/proc/202067009)
  DOI : 10.1051/proc/202067009
• Contributions à l'apprentissage statistique : estimation de densité, agrégation d'experts et forêts aléatoires
  
  • Mourtada Jaouad
  , 2020.
• On the Convergence Rate of some Nonlocal Energies
  
  • Chambolle Antonin
  • Novaga Matteo
  • Pagliari Valerio
  Nonlinear Analysis: Theory, Methods and Applications, Elsevier, 2020, 200 (112016), pp.23pp. (10.1016/j.na.2020.112016)
  DOI : 10.1016/j.na.2020.112016
• MUMFORD -SHAH FUNCTIONALS ON GRAPHS AND THEIR ASYMPTOTICS
  
  • Caroccia Marco
  • Chambolle Antonin
  • Slepčev Dejan
  Nonlinearity, IOP Publishing, 2020, 33 (8), pp.3846--3888. (10.1088/1361-6544/ab81ee)
  DOI : 10.1088/1361-6544/ab81ee
• Error estimates for phaseless inverse scattering in the Born approximation at high energies
  
  • Agaltsov Alexey
  • Novikov Roman
  The Journal of Geometric Analysis, Springer, 2020, 30 (3), pp.2340-2360.
• Microstructural organization of human insula is linked to its macrofunctional circuitry and predicts cognitive control
  
  • Menon Vinod
  • Gallardo Guillermo
  • Pinsk Mark
  • Nguyen Van-Dang
  • Li Jing-Rebecca
  • Cai Weidong
  • Wassermann Demian
  eLife, eLife Sciences Publication, 2020, 9. (10.7554/eLife.53470)
  DOI : 10.7554/eLife.53470
• Learning the clustering of longitudinal shape data sets into a mixture of independent or branching trajectories
  
  • Debavelaere Vianney
  • Durrleman Stanley
  • Allassonnière Stéphanie
  International Journal of Computer Vision, Springer Verlag, 2020. (10.1007/s11263-020-01337-8)
  DOI : 10.1007/s11263-020-01337-8
• An electronic travel aid device to help blind people playing sport
  
  • Ferrand Sylvain
  • Alouges François
  • Aussal Matthieu
  IEEE Instrumentation and Measurement Magazine, Institute of Electrical and Electronics Engineers, 2020, 23 (4), pp.14-21. (10.1109/MIM.2020.9126047)
  DOI : 10.1109/MIM.2020.9126047
• Bridging the Gap between Constant Step Size Stochastic Gradient Descent and Markov Chains
  
  • Dieuleveut Aymeric
  • Durmus Alain
  • Bach Francis
  Annals of Statistics, Institute of Mathematical Statistics, 2020, 48 (3). (10.1214/19-AOS1850)
  DOI : 10.1214/19-AOS1850
• Optimal assignments with supervisions
  
  • Niv Adi
  • Maccaig Marie
  • Sergeev Sergeĭ
  Linear Algebra and its Applications, Elsevier, 2020, 595, pp.72-100. (10.1016/j.laa.2020.02.032)
  DOI : 10.1016/j.laa.2020.02.032
• Cheating in arbuscular mycorrhizal mutualism: a network and phylogenetic analysis of mycoheterotrophy
  
  • Perez‐lamarque Benoît
  • Selosse Marc‐andré
  • Öpik Maarja
  • Morlon Hélène
  • Martos Florent
  New Phytologist, Wiley, 2020, 226 (6), pp.1822-1835. (10.1111/nph.16474)
  DOI : 10.1111/nph.16474
• Bayesian inference of thermodynamic models from vapor flow experiments
  
  • Gori Giulio
  • Zocca Marta
  • Guardone Alberto
  • Le Maitre Olivier
  • Congedo Pietro Marco
  Computers and Fluids, Elsevier, 2020, 205, pp.104550. (10.1016/j.compfluid.2020.104550)
  DOI : 10.1016/j.compfluid.2020.104550
• Quantile-based robust optimization of a supersonic nozzle for organic rankine cycle turbines
  
  • Razaaly Nassim
  • Persico Giacomo
  • Gori Giulio
  • Congedo Pietro Marco
  Applied Mathematical Modelling, Elsevier, 2020, 82, pp.802-824. (10.1016/j.apm.2020.01.048)
  DOI : 10.1016/j.apm.2020.01.048
• Cell differentiation, stem cell regulation and impact of the mutations : a stochastic approach
  
  • Bonnet Celine
  , 2020.
• Convergence Analysis of Riemannian Stochastic Approximation Schemes
  
  • Durmus Alain
  • Jiménez Pablo
  • Moulines Eric
  • Said Salem
  • Wai Hoi-To
  , 2020.
• Optimisation des parcours patients pour lutter contre l'errance de diagnostic des patients atteints de maladies rares
  
  • Logé Frédéric
  • Besson Rémi
  • Allassonnière Stéphanie
  , 2020.