PhD position available!

Machine Learning for Graph Signal Processing

in co-supervision with J. Salmon (Univ. Montpellier)

Apply Now

Recent Publications

. Dual Extrapolation for Sparse Generalized Linear Models. arXiv e-prints, 2019.


. The Geometry of Sparse Analysis Regularization. arXiv e-prints, 2019.

HAL arXiv

. Maximal solutions of sparse analysis regularization. J. Optim. Theory. Appl., 2019.


. Refitting solutions promoted by ℓ12 sparse analysis regularization with block penalties. International Conference on Scale Space and Variational Methods in Computer Vision (to appear), 2019.


. Is the 1-norm the best convex sparse regularization?. international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques (iTWIST’18), 2018.

PDF arXiv


  • Institut de Mathématiques de Bourgogne,
    Université de Bourgogne,
    UFR Sciences et Techniques,
    Faculté des Sciences Mirandes, Aile A,
    9 avenue Alain Savary,
    21078 Dijon Cedex
  • DM Me