Nelly Pustelnik
- 2023-2024 -- Master "Math en Action"
Optimization course [More informations ... ]
- Introduction : [Files]
- Basics : [Files]
- Inverse problems : [Files]
- Learning [Files]
- Smooth optimization : [Files]
- Subdifferential : [Files]
- Proximity operators : [Files]
- Proximal algorithms : [Files]
- Conjugate : [Files]
- Duality : [Files]
- Project : [Files]
- DM : [Files]
- Ecole de recherche "Mathematics, Signal Processing and Learning"
CIRM (Marseille, France), du 25 Jan. au 29 Jan. 2021 [More informations ... ]
- Inverse problems and optimization -- M2 SIGMA
[More informations ... ]
- Course 1 : Introduction to inverse problems [Files]
- TP1 : Image restoration and smooth optimization [Files]
- Course 4 : Sparsity [Files]
- Course 5 : Nonexpansivity and proximity operator [Files]
- TD-TP2 : Proximity operator [Files]
- Statistique en grande dimension pour la génomique -- Univ. Lyon 1 -- 2013 - 2018
(avec Laurent JACOB, Franck PICARD et Vivian VIALLON)
[Plus d'infos ... ]
- Optimization -- CPE Lyon -- 2014 - 2018
[Plus d'infos ... ]
- Introduction [PDF]
- TP1 : Descente de gradient [PDF, Data]
- TP2 : Non-smooth convex optimisation [PDF] [Files TP1][Files TP2]
- Data analysis and processing for networks -- ENS de Lyon -- 2014 - 2018
(avec Pierre Borgnat et Jean-Christophe PESQUET)
[Plus d'infos ... ]
- Signal processing -- ENS de Lyon -- 2012 - 2016
(with Pierre BORGNAT) - Courses : Spectral estimation, filtering, time-frequency, wavelets, inverse problems
- Introduction [PDF]
- TP1 : Analytic signal [PDF, Data]
- TP2 : Optimal filtering [PDF, Data]
- TP3 : Restoration [PDF, Data]
- TP4 : Spectral estimation [PDF, Data]
- TP5 : Spectral estimation [PDF, Data]
- Monotone operator splitting methods and proximal algorithms. Applications to image recovery -- Summer School BigOptim 2015
[Plus d'infos ... ]
- Slides : [PDF]
- Monotone operator splitting methods in signal and image recovery -- Tutorial ICASSP 2014 (with Jean-Christophe PESQUET)
[Plus d'infos ... ]
- Slides : [PDF]
- Monotone operators -- Peyresq summer school (with Jean-Christophe PESQUET)
[Plus d'infos ... ]
- Cours : [PDF]
- (Before 2010) Signal processing -- ENSEIRB 2�me ann�e
- TP1 : Discrete Fourier Transform
- TP2 : Discrete-time system
- TP3 : Filtering frequencial effects
- (Before 2010) Deterministic signal processing - L3 EEA-Meca
- (Before 2010) Compression :
- TD1 : Filter banks
- TD2 : Lifting
- TD3 : AMR
- TD4 : AMR 2D
- TD5 : AMR 2D
- (Before 2010) Image processing : 20h TD, IMAC3
- (Before 2010) Optimization project: : 4h - M1 IMIS
- Denoising with Projection Onto Convex Sets (POCS)