Publications

2022

• A Non-Conservative Harris Ergodic Theorem
  
  • Bansaye Vincent
  • Cloez Bertrand
  • Gabriel Pierre
  • Marguet Aline
  Journal of the London Mathematical Society, London Mathematical Society ; Wiley, 2022, 106 (3), pp.2459-2510. (10.1112/jlms.12639)
  DOI : 10.1112/jlms.12639
• Spatio-temporal mixture process estimation to detect population dynamical changes
  
  • Pruilh Solange
  • Jannot Anne-Sophie
  • Allassonnière Stéphanie
  Artificial Intelligence in Medicine, Elsevier, 2022, 126, pp.102258. (10.1016/j.artmed.2022.102258)
  DOI : 10.1016/j.artmed.2022.102258
• Gâteaux type path-dependent PDEs and BSDEs with Gaussian forward processes
  
  • Barrasso Adrien
  • Russo Francesco
  Stochastics and Dynamics, World Scientific Publishing, 2022, 22, pp.2250007,. (10.1142/S0219493722500071)
  DOI : 10.1142/S0219493722500071
• Docent: A content-based recommendation system to discover contemporary art
  
  • Fosset Antoine
  • El-Mennaoui Mohamed
  • Rebei Amine
  • Calligaro Paul
  • Di Maria Elise Farge
  • Nguyen-Ban Hélène
  • Rea Francesca
  • Vallade Marie-Charlotte
  • Vitullo Elisabetta
  • Zhang Christophe
  • Charpiat Guillaume
  • Rosenbaum Mathieu
  , 2022.
• EV-GAN: Simulation of extreme events with ReLU neural networks
  
  • Allouche Michaël
  • Girard Stéphane
  • Gobet Emmanuel
  Journal of Machine Learning Research, Microtome Publishing, 2022, 23 (150), pp.1--39.
• Firm non-expansive mappings in weak metric spaces
  
  • Gutiérrez Armando W.
  • Walsh Cormac
  Archiv der Mathematik, Springer Verlag, 2022,  119, pp.389-400.
• Leveraging Deep Learning for Efficient Explicit MPC of High-Dimensional and Non-linear Chemical Processes
  
  • Shokry Ahmed
  • El Qassime Mehdi Abou
  • Moulines Eric
  , 2022, 51, pp.1171-1176. (10.1016/B978-0-323-95879-0.50196-X)
  DOI : 10.1016/B978-0-323-95879-0.50196-X
• Asymptotic Analysis of a Matrix Latent Decomposition Model
  
  • Mantoux Clément
  • Durrleman​ Stanley
  • Allassonnière Stéphanie
  ESAIM: Probability and Statistics, EDP Sciences, 2022, 26, pp.208-242. (10.1051/ps/2022004)
  DOI : 10.1051/ps/2022004
• Numerical reconstruction from the Fourier transform on the ball using prolate spheroidal wave functions
  
  • Isaev Mikhail
  • Novikov Roman
  • Sabinin Grigory
  Inverse Problems, IOP Publishing, 2022. (10.1088/1361-6420/ac87cb)
  DOI : 10.1088/1361-6420/ac87cb
• Weak Langmuir turbulence in disordered multimode optical fibers
  
  • Baudin Kilian
  • Garnier Josselin
  • Fusaro Adrien
  • Berti Nicolas
  • Millot Guy
  • Picozzi Antonio
  Physical Review A, American Physical Society, 2022, 105 (1), pp.013528. (10.1103/PhysRevA.105.013528)
  DOI : 10.1103/PhysRevA.105.013528