Publications
Accueil > Recherche > Productions scientifiques > Publications

Publications

Toulouse Hyperspectral Data Set: A benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniques
ISPRS Journal of Photogrammetry and Remote Sensing, 2024, 212, pp.323-337. ⟨10.1016/j.isprsjprs.2024.05.003⟩

Thoreau Romain, Risser Laurent, Achard Véronique, Berthelot Béatrice, Briottet Xavier

Local Lipschitz Constant Computation of ReLU-FNNs: Upper Bound Computation with Exactness Verification
European Control Conference (ECC 2024), Jun 2024, Stockholm, Sweden. ⟨10.23919/ECC64448.2024.10590974⟩

Ebihara Yoshio, Dai Xin, Magron Victor, Peaucelle Dimitri, Tarbouriech Sophie

Training Adaptive Reconstruction Networks for Blind Inverse Problems
SIAM Journal on Imaging Sciences, 2024, 17, ⟨https://doi.org/10.1137/23M1545628⟩

Gossard Alban, Weiss Pierre

Emergence of dynamical networks in termites
French Regional Conference on Complex Systems FRCCS, May 2024, Montpellier, France

Devers Louis, Bonavita Perrine, Jost Christian

Analyse d'une compétition mondiale de football féminin par Process Mining
55èmes Journées de Statistique de la SFdS (2024), SFdS : Société Française de Statistique, May 2024, Bordeaux, France. pp.1--7

Lacroix Laly, Treilhou Julie, Claeys Emmanuelle, Dejean Sébastien

Non-asymptotic confidence intervals for importance sampling estimators of quantiles
55ème Journées de statistique de la SFdS, May 2024, Bordeaux, France

Ketema Baalu Belay, Bousquet Nicolas, Costantino Francesco, Gamboa Fabrice, Iooss Bertrand, Sueur Roman

(Almost) complete characterization of stability of a discrete-time Hawkes process with inhibition and memory of length two
Journal of Applied Probability, 2024, pp.1-22. ⟨10.1017/jpr.2024.28⟩

Costa Manon, Maillard Pascal, Muraro Anthony

Modeling oxygen transport in the brain: An efficient coarse-grid approach to capture perivascular gradients in the parenchyma
PLoS Computational Biology, 2024, 20 (5), pp.e1011973. ⟨10.1371/journal.pcbi.1011973⟩

Pastor Alonso David, Maxime Berg, Boyer Franck, Fomin-Thunemann Natalie, Quintard Michel, Davit Yohan, Lorthois Sylvie

Derivatives of Stochastic Gradient Descent in parametric optimization
Advances in Neural Information Processing Systems (NeurIPS), Dec 2024, Vancouver, Canada, Canada. 24 p

Iutzeler Franck, Pauwels Edouard, Vaiter S.

Procédure de test hiérarchique pour l'analyse différentielle de données Hi-C
Journées de statistique de la SFdS, Société Française de Statistique, May 2024, Bordeaux, France

Jorge Élise, Neuvial Pierre, Vialaneix Nathalie, Foissac Sylvain