Pustelnik, Nelly
- Equivariant plug-and-play image reconstruction
2023/12/04 by Matthieu Terris, Terris, Matthieu, Thomas Moreau +5 · 10 citations
Computer Science · Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
- Nested iterative algorithms for convex constrained image recovery problems
2008/06/24 by Chaux, Caroline, Pesquet, Jean-Christophe, Pustelnik, Nelly · 2 citations
#65F22 #65K10 #65N12 #65N21 #68U10 #90C25 #FOS: Mathematics #Optimization and Control (math.OC)
- Sparse hierarchical interaction learning with epigraphical projection
2017/05/22 by Mingyuan Jiu, Nelly Pustelnik, Jiu, Mingyuan +7 · 1 citation
Computer Science · Engineering · #Advanced Adaptive Filtering Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques #Speech and Audio Processing
- Theoretical and numerical comparison of first-order algorithms for cocoercive equations and smooth convex optimization
2021/01/15 by Briceño-Arias, Luis, Pustelnik, Nelly · 1 citation
#65K05 #90-08 #90C25 #90C30 #FOS: Mathematics #I.4.4 #Optimization and Control (math.OC)
- Unfolded proximal neural networks for robust image Gaussian denoising
2023/08/06 by Le, Hoang Trieu Vy, Repetti, Audrey, Pustelnik, Nelly · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
- Comparison of Proximal First-Order Primal and Primal-Dual algorithms via Performance Estimation
2024/03/15 by Nizar Bousselmi, Nelly Pustelnik, Bousselmi, Nizar +5 · 1 citation
Computer Science · Engineering · #Blind Source Separation Techniques #Distributed Sensor Networks and Detection Algorithms #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques