Blind Calibration of Mobile Sensors Using Informed Nonnegative Matrix Factorization. - Clément Dorffer; Matthieu Puigt; Gilles Delmaire; Gilles Roussel 002 (LVA/ICA, 2015)

Blind mobile sensor calibration using an informed nonnegative matrix factorization with a relaxed rendezvous model. - Clément Dorffer; Matthieu Puigt; Gilles Delmaire; Gilles Roussel 002 (ICASSP, 2016)

Nonlinear mobile sensor calibration using informed semi-nonnegative matrix factorization with a Vandermonde factor. - Clément Dorffer; Matthieu Puigt; Gilles Delmaire; Gilles Roussel 002 (SAM, 2016)

Robust informed split gradient NMF using αβ-divergence for source apportionment. - Robert Chreiky; Gilles Delmaire; Clément Dorffer; Matthieu Puigt; Gilles Roussel 002; Antoine Abche (MLSP, 2016)

Fast Nonnegative Matrix Factorization and Completion Using Nesterov Iterations. - Clément Dorffer; Matthieu Puigt; Gilles Delmaire; Gilles Roussel 002 (LVA/ICA, 2017)

Méthodes informées de factorisaton matricielle pour l'étalonnage de réseaux de capteurs mobiles et la cartographie de champs de pollution. (Informed method of matrix factorization for calibration of mobile sensor networks and pollution fields mapping). - Clément Dorffer (2017)

Informed Nonnegative Matrix Factorization Methods for Mobile Sensor Network Calibration. - Clément Dorffer; Matthieu Puigt; Gilles Delmaire; Gilles Roussel 002 (IEEE Trans. Signal Inf. Process. over Networks, 2018)

Region-Based Relaxations To Accelerate Greedy Approaches. - Clément Dorffer; Cédric Herzet; Angélique Drémeau (EUSIPCO, 2019)

Gather and Conquer: Region-Based Strategies to Accelerate Safe Screening Tests. - Cédric Herzet; Clément Dorffer; Angélique Dremeau (IEEE Trans. Signal Process., 2019)

Dispersive Grid-free Orthogonal Matching Pursuit for Modal Estimation in Ocean Acoustics. - Thomas Paviet-Salomon; Clément Dorffer; Julien Bonnel; Barbara Nicolas; Thierry Chonavel; Angélique Drémeau (ICASSP, 2020)

Learning sparse structures for physics-inspired compressed sensing. - Clément Dorffer; Thomas Paviet-Salomon; Gilles Le Chenadec; Angélique Drémeau (CoRR, 2020)

Modal estimation in underwater acoustics by data-driven structured sparse decompositions. - Clément Dorffer; Thomas Paviet-Salomon; Gilles Le Chenadec; Angélique Drémeau (EUSIPCO, 2021)

Data-Driven Reconstruction of Sea Surface Turbidity Dynamics with 4dVarNet Neural Scheme Applied To Gappy Satellite Images. - Clément Dorffer; Frédéric Jourdin; David Mouillot; Rodolphe Devillers; Ronan Fablet; Quentin Febvre (IGARSS, 2023)

AI Data-Driven Sediments Dynamics Short Term Forecast From Observation in the Bay of Biscay. - Jean-Marie Vient; Frédéric Jourdin; Ronan Fablet; Clément Dorffer; Christophe Delacourt (IGARSS, 2023)

Adaptive Spatial and Multi-Variable Generalization of 4dvarnet in Ocean Colour Remote Sensing. - Clément Dorffer; Thi Thuy Nga Nguyen; Ronan Fablet; Frédéric Jourdin (IGARSS, 2024)