Publications

2024

• Boost your favorite Markov Chain Monte Carlo sampler using Kac's theorem: the Kick-Kac teleportation algorithm
  
  • Douc Randal
  • Durmus Alain
  • Enfroy Aurélien
  • Olsson Jimmy
  , 2024.
• On the convergence of dynamic implementations of Hamiltonian Monte Carlo and No U-Turn Samplers
  
  • Durmus Alain
  , 2024.
• Score diffusion models without early stopping: finite Fisher information is all you need
  
  • Conforti Giovanni
  • Durmus Alain
  • Silveri Marta Gentiloni
  , 2023.
• Monte Carlo guided diffusion for Bayesian linear inverse problems
  
  • Victorino Cardoso Gabriel
  • Janati El Idrissi Yazid
  • Le Corff Sylvain
  • Moulines Eric
  ICLR International Conference on Learning Representations, 2024. (10.48550/arXiv.2308.07983)
  DOI : 10.48550/arXiv.2308.07983
• Quantitative contraction rates for Sinkhorn algorithm: beyond bounded costs and compact marginals
  
  • Conforti Giovanni
  • Durmus Alain
  • Greco Giacomo
  , 2024.
• Transverse Brownian Motion for Pareto Front Identification
  
  • Jones Zachary
  • Congedo Pietro Marco
  • Le Maitre Olivier
  , 2024.
• Quasi-local and frequency robust preconditioners for the Helmholtz first-kind integral equations on the disk
  
  • Alouges François
  • Averseng Martin
  ESAIM: Mathematical Modelling and Numerical Analysis, Société de Mathématiques Appliquées et Industrielles (SMAI) / EDP, 2024, 58 (2), pp.793-831. (10.1051/m2an/2023105)
  DOI : 10.1051/m2an/2023105
• Structured Dictionary Learning of Rating Migration Matrices for Credit Risk Modeling
  
  • Allouche Michaël
  • Gobet Emmanuel
  • Lage Clara
  • Mangin Edwin
  Computational Statistics, Springer Verlag, 2024. (10.1007/s00180-023-01449-y)
  DOI : 10.1007/s00180-023-01449-y
• Provable non-accelerations of the heavy-ball method
  
  • Goujaud Baptiste
  • Taylor Adrien
  • Dieuleveut Aymeric
  , 2023. (10.48550/arXiv.2307.11291)
  DOI : 10.48550/arXiv.2307.11291
• Three-Dimensional Random Wave Coupling Along a Boundary and an Associated Inverse Problem
  
  • de Hoop Maarten
  • Garnier Josselin
  • Sølna Knut
  Multiscale Modeling and Simulation: A SIAM Interdisciplinary Journal, Society for Industrial and Applied Mathematics, 2024, 22 (1), pp.39-65. (10.1137/23M1544842)
  DOI : 10.1137/23M1544842
• A deformation theorem for tensor flat chains and applications (complement to "Tensor rectifiable G-flat chains")
  
  • Goldman Michael
  • Merlet Benoît
  , 2024.
• Volatility models in practice: Rough, Path-dependent or Markovian?
  
  • Abi Jaber Eduardo
  • Li Shaun Xiaoyuan
  , 2024.
• Risk ratio, odds ratio, risk difference... Which causal measure is easier to generalize?
  
  • Colnet Bénédicte
  • Josse Julie
  • Varoquaux Gaël
  • Scornet Erwan
  , 2023.
• A Bayesian neural network approach to Multi-fidelity surrogate modelling
  
  • Kerleguer Baptiste
  • Cannamela Claire
  • Garnier Josselin
  International Journal for Uncertainty Quantification, Begell House Publishers, 2024, 14 (1), pp.43-60. (10.1615/Int.J.UncertaintyQuantification.2023044584)
  DOI : 10.1615/Int.J.UncertaintyQuantification.2023044584
• Spectral Properties of Positive Definite Matrices over Symmetrized Tropical Algebras and Valued Ordered fields
  
  • Akian Marianne
  • Gaubert Stéphane
  • Kiani Dariush
  • Tavakolipour Hanieh
  , 2024.
• On the numerical approximation of Blaschke–Santaló diagrams using Centroidal Voronoi Tessellations
  
  • Bogosel Beniamin
  • Buttazzo Giuseppe
  • Oudet Edouard
  ESAIM: Mathematical Modelling and Numerical Analysis, Société de Mathématiques Appliquées et Industrielles (SMAI) / EDP, 2024, 58 (1), pp.393-420. (10.1051/m2an/2023092)
  DOI : 10.1051/m2an/2023092
• Neural network time-series classifiers for gravitational-wave searches in single-detector periods
  
  • Trovato A
  • Chassande-Mottin É
  • Bejger M
  • Flamary R
  • Courty N
  Classical and Quantum Gravity, IOP Publishing, 2024, 41 (12), pp.125003. (10.1088/1361-6382/ad40f0)
  DOI : 10.1088/1361-6382/ad40f0
• On using derivatives and multiple kernel methods for clustering and classifying functional data
  
  • Ah-Pine Julien
  • Yao Anne-Françoise
  Neurocomputing, Elsevier, 2024, 621, pp.129231. (10.1016/j.neucom.2024.129231)
  DOI : 10.1016/j.neucom.2024.129231
• Activity report ciroquo research & industry consortium
  
  • Blanchet-Scalliet Christophette
  • Helbert Céline
  • Sinoquet Delphine
  • Munoz Zuniga Miguel Munoz
  • Le Riche Rodolphe
  • Rullière Didier
  • Prieur Clémentine
  • Zahm Olivier
  • Garnier Josselin
  • Brockhoff Dimo
  • Roustant Olivier
  • Bachoc François
  • Pronzato Luc
  • Richet Yann
  • Rohmer Jérémy
  • Huguet Frédéric
  • Gaudrie David
  • Marrel Amandine
  • Kerleguer Baptiste
  • Perrillat-Bottonet Thomas
  • Durantin Cedric
  , 2024, pp.1-11.
• BAYESIAN CALIBRATION WITH ADAPTIVE MODEL DISCREPANCY
  
  • Leoni Nicolas
  • Le Maitre Olivier
  • Rodio Maria-Giovanna
  • Congedo Pietro Marco
  International Journal for Uncertainty Quantification, Begell House Publishers, 2024, 14 (1), pp.19-41. (10.1615/Int.J.UncertaintyQuantification.2023046331)
  DOI : 10.1615/Int.J.UncertaintyQuantification.2023046331
• Asymptotic estimations of a perturbed symmetric eigenproblem
  
  • Gissler Armand
  • Auger Anne
  • Hansen Nikolaus
  Applied Mathematics Letters, Elsevier, 2024, 150, pp.108951. (10.1016/j.aml.2023.108951)
  DOI : 10.1016/j.aml.2023.108951
• SCAFFLSA: Taming Heterogeneity in Federated Linear Stochastic Approximation and TD Learning
  
  • Mangold Paul
  • Samsonov Sergey
  • Labbi Safwan
  • Levin Ilya
  • Alami Reda
  • Naumov Alexey
  • Moulines Eric
  , 2024.
• A second-order model of small-strain incompatible elasticity
  
  • Amstutz Samuel
  • van Goethem Nicolas
  Mathematics and Mechanics of Solids, SAGE Publications, 2024, 29 (3), pp.503-530.
• Super-resolution reconstruction from truncated Fourier transform
  
  • Isaev Mikhail
  • Novikov Roman
  • Sabinin Grigory
  , 2024. (10.1007/978-3-031-41665-1_7)
  DOI : 10.1007/978-3-031-41665-1_7
• Hermitian Preconditioning for a class of Non-Hermitian Linear Systems
  
  • Spillane Nicole
  SIAM Journal on Scientific Computing, Society for Industrial and Applied Mathematics, 2024, 46 (3).