Stéphane Canu

Machine learning for real time remote detection

Bénédicte Bascle, Gilles Henaff, Benjamin Labbé, 2010, Security + Defence.

An approach to water supply clusters by semi-supervised learning

Joaquín Izquierdo, Rafael Pérez-García, Alexandros Karatzoglou, 2010 .

ℓ 1 Regularized Robust and Sparse Linear Modeling Using Discrete Optimization

Stéphane Canu, Mahdi Jammal, Maher Abdallah, 2020, LOD.

Incoherent dictionary learning via mixed-integer programming and hybrid augmented Lagrangian

Paul Honeine, Su Ruan, Yuan Liu, 2020, Digit. Signal Process..

Temporal Contrastive Pretraining for Video Action Recognition

Samia Ainouz, Jaonary Rabarisoa, Stéphane Canu, 2020, 2020 IEEE Winter Conference on Applications of Computer Vision (WACV).

Adapted learning for polarization-based car detection

Samia Ainouz, Fabrice Meriaudeau, Stéphane Canu, 2019, International Conference on Quality Control by Artificial Vision.

Nonconvex Regularizations for Feature Selection in Ranking With Sparse SVM

Josiane Mothe, Léa Laporte, Rémi Flamary, 2014, IEEE Transactions on Neural Networks and Learning Systems.

Robust and Sparse Support Vector Machines via Mixed Integer Programming

Stéphane Canu, Mahdi Jammal, Maher Abdallah, 2020, LOD.