Articles de journaux

  1. L. M. Bricenos-Arias, G. Chierchia, E. Chouzenoux and J.-C. Pesquet. A Random Block-Coordinate Douglas-Rachford Splitting Method with Low Computational Complexity for Binary Logistic Regression. Submitted, 2017. [PDF]
  2. P. L. Combettes and C. L. Müller. Perspective Functions: Proximal Calculus and Applications in High-Dimensional Statistics. Journal of Mathematical Analysis and Applications , Vol. 457, No. 2, pages 1283-1306, Jan. 2018. [PDF]
  3. P. L. Combettes, S. Salzo, and S. Villa. Regularized Learning Schemes in Feature Banach Spaces. Analysis and Applications, Vol. 16, No. 1, pages 1-54, Jan. 2018. [PDF]
  4. P. L. Combettes, S. Salzo and S. Villa. Consistent Learning by Composite Proximal Thresholding. Mathematical Programming, published online 2017-03-25.
  5. F. Bray, J. Bouclon, L. Chiron, M. Witt, M.-A. Delsuc and C. Rolando. Nonuniform Sampling Acquisition of Two-Dimensional Fourier Transform Ion Cyclotron Resonance Mass Spectrometry for Increased Mass Resolution of Tandem Mass Spectrometry Precursor Ions. Analytical chemistry, Vol. 89, No. 17, pages 8589-8593, 2017.
  6. G. Chierchia, M. El Gheche, G. Scarpa, and L. Verdoliva. Multitemporal SAR Image Despeckling based on Block-Matching and Collaborative Filtering. IEEE Transactions on Geoscience and Remote Sensing, Vol. 55, No. 10, pages 5467-5480, Oct. 2017.
  7. Y. Marnissi, Y. Zheng, E. Chouzenoux and J.-C. Pesquet. A Variational Bayesian Approach for Restoring Data Corrupted with Non-Gaussian Noise. IEEE Transactions on Image Computing, Vol. 3, No. 4, pages 722-737, May 2017. [PDF]
  8. A. Cherni, E. Chouzenoux and M.-A. Delsuc. PALMA, an Improved Algorithm for DOSY Signal Processing. Analyst, Vol. 142, No. 5, pages 772-779, 2016. [Code] [PDF]

Articles de conférences

  1. G. Chierchia, A. Cherni, E. Chouzenoux, J.-C. Pesquet. Approche de Douglas-Rachford aléatoire par blocs appliquée à la régression logistique parcimonieuse. In Actes du 26e colloque GRETSI (GRETSI 2017), Juan-les-Pins, 5-8 Sep. 2017.
  2. A. Cherni, E. Chouzenoux and M.-A. Delsuc. Proximity Operators for a Class of Hybrid Sparsity+Entropy Priors. Application to DOSY NMR Signal Reconstruction. In Proceedings of the International Symposium on Signal, Image, Video and Communications (ISIVC 2016), Tunis, Tunisie, 21-23 Nov. 2016.

Séminaires / Workshops sans actes

  1. M.-A. Delsuc. The Big-Data in the 2D FT-ICR-MS. BMSS Annual Meeting 2017 (38th British Mass Spectrometry Society Annual Meeting), Manchester, UK, 5-7 Sep. 2017.
  2. A. Cherni. New Dictionary approach for the isotopic deconvolution. BMSS Annual Meeting 2017 (38th British Mass Spectrometry Society Annual Meeting), Manchester, UK, 5-7 Sep. 2017.