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Publications

Probabilistic surrogate modeling by Gaussian process: A review on recent insights in estimation and validation
Reliability Engineering and System Safety, 2024, 247, pp.110094. ⟨10.1016/j.ress.2024.110094⟩

Marrel Amandine, Iooss Bertrand

Prophet Inequalities Require Only a Constant Number of Samples
Proceedings of the 56th Annual ACM Symposium on Theory of Computing, 2024, pp.491-502. ⟨10.1145/3618260.3649773⟩

Cristi Andrés, Ziliotto Bruno

Régression linéaire crédibiliste pour l’analyse douce des fluctuations redressées (soft DFA)
LFA 2024 - rencontres francophones sur la Logique Floue et ses Applications, Nov 2024, Brest, France

Sutton-Charani Nicolas, Faux Francis

Stability of KdV equation on a network with bounded and unbounded branches
ESAIM: Control, Optimisation and Calculus of Variations, 2024, 30, pp.84. ⟨10.1051/cocv/2024073⟩

Parada Hugo, Crépeau Emmanuelle, Prieur Christophe

Straight-Through meets Sparse Recovery: the Support Exploration Algorithm
ICML 2024, the 41st International Conference on Machine Learning, Jul 2024, Vienna, Austria

Mohamed Mimoun, Malgouyres François, Emiya Valentin, Chaux Caroline

Test of the Latent Dimension of a Spatial Blind Source Separation Model
Statistica Sinica, 2024, ⟨10.5705/ss.202021.0326⟩

Muehlmann Christoph, Bachoc Francois, Nordhausen Klaus, Yi Mengxi

The Coble Quadric
Forum of Mathematics, Sigma, 2024, 12, pp.e63. ⟨10.1017/fms.2024.52⟩

Benedetti Vladimiro, Bolognesi Michele, Faenzi Daniele, Manivel Laurent

The HOMONIM project to support the flood forecasts
LHB, 2024, ⟨10.1080/27678490.2024.2332256⟩

Paradis Denis, Pasquet Audrey, Dalphinet Alice, Kpogo-Nuwoklo Komlan, Michaud Heloise, Baraille Remy, Jourdan Didier, Ohl Patrick, Le Belleguic Roman, Ayache David, Bataillé Christophe, Ciavaldini Maya, Brosse Fabien, Krien Yann

THE PLURIPOTENTIAL CAUCHY-DIRICHLET PROBLEM FOR COMPLEX MONGE-AMPERE FLOWS
Annales Scientifiques de l'École Normale Supérieure, 2024, 54 (4), pp.889-944. ⟨10.24033/asens.2473⟩

Guedj Vincent, Lu Chinh, Zeriahi Ahmed

Variational autoencoder with weighted samples for highdimensional non-parametric adaptive importance sampling
Transactions on Machine Learning Research Journal, 2024

Demange-Chryst Julien, Bachoc François, Morio Jérôme, Krauth Timothé