Article

Castro, Yohann de, Gadat, Sébastien, Marteau, Clément and Maugis, Cathy (2021) SuperMix: Sparse Regularization for Mixture. Annals of Statistics, vol. 49 (n° 3). pp. 1779-1809.

Gadat, Sébastien, Marteau, Clément and Maugis, Cathy (2020) Parameter recovery in two-component contamination mixtures: the L2 strategy. Annales de l'Institut Henri Poincaré, vol. 56 (n° 2). pp. 1391-1418.

Gadat, Sébastien, Gerchinovitz, Sebastien and Marteau, Clément (2020) Optimal functional supervised classification with separation condition. Bernoulli journal, vol. 26 (n°3). pp. 1797-1831.

Gadat, Sébastien, Klein, Thierry and Marteau, Clément (2016) Classification with the nearest neighbor rule in general finite dimensional spaces. Annals of Statistics, 44 (3). pp. 982-1009.

Bigot, Jérémie, Gadat, Sébastien, Klein, Thierry and Marteau, Clément (2013) Intensity estimation of nonhomogeneous poisson processes from shifted trajectories. Electronic Journal of Statistics, 7. pp. 881-931.

Bigot, Jérémie, Gadat, Sébastien and Marteau, Clément (2010) Sharp template estimation in a shifted curves model. Electronic Journal of Statistics, 4. pp. 994-1021.

Monograph

Gadat, Sébastien, Castro, Yohann de and Marteau, Clément (2023) FastPart : Over-Parameterized Stochastic Gradient Descent for Sparse optimisation on Measures. TSE Working Paper, n. 23-1494