Clément Dorffer

According to our database, Clément Dorffer authored at least 13 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2021

Modal estimation in underwater acoustics by data-driven structured sparse decompositions.

Clément Dorffer, Thomas Paviet-Salomon, Gilles Le Chenadec, Angélique Drémeau

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Learning sparse structures for physics-inspired compressed sensing.

Clément Dorffer, Thomas Paviet-Salomon, Gilles Le Chenadec, Angélique Drémeau

CoRR, 2020

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

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Gather and Conquer: Region-Based Strategies to Accelerate Safe Screening Tests.

Cédric Herzet, Clément Dorffer, Angélique Dremeau

IEEE Trans. Signal Process., 2019

Region-Based Relaxations To Accelerate Greedy Approaches.

Clément Dorffer, Cédric Herzet, Angélique Drémeau

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Informed Nonnegative Matrix Factorization Methods for Mobile Sensor Network Calibration.

Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel

IEEE Trans. Signal Inf. Process. over Networks, 2018

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

PhD thesis, 2017

Fast Nonnegative Matrix Factorization and Completion Using Nesterov Iterations.

Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel

Proceedings of the Latent Variable Analysis and Signal Separation, 2017

2016

Robust informed split gradient NMF using αβ-divergence for source apportionment.

Robert Chreiky, Gilles Delmaire, Clément Dorffer, Matthieu Puigt, Gilles Roussel, Antoine Abche

Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Nonlinear mobile sensor calibration using informed semi-nonnegative matrix factorization with a Vandermonde factor.

Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel

Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

Blind mobile sensor calibration using an informed nonnegative matrix factorization with a relaxed rendezvous model.

Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Blind Calibration of Mobile Sensors Using Informed Nonnegative Matrix Factorization.

Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel

Proceedings of the Latent Variable Analysis and Signal Separation, 2015