Repetti, Audrey
- Learning Maximally Monotone Operators for Image Recovery
2020/12/24 by Jean‐Christophe Pesquet, Audrey Repetti, Pesquet, Jean-Christophe +5 · 14 citations
Engineering · Mathematics · #47H05 #49M27 #65K10 #68T07 #68U10 #90C25 #90C59 #94A08 #FOS: Electrical engineering #FOS: Mathematics #Image and Video Processing (eess.IV) #Numerical methods in inverse problems #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #electronic engineering #information engineering
- Scalable Bayesian uncertainty quantification in imaging inverse problems\n via convex optimization
2018/03/02 by Audrey Repetti, Repetti, Audrey, Marcelo Pereyra +3 · 1 citation
Computer Science · Engineering · Mathematics · #49N45 #62F03 #62F15 #68U10 #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Methodology (stat.ME) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference
- Variable Metric Forward-Backward Algorithm for Composite Minimization Problems
2019/07/26 by Repetti, Audrey, Wiaux, Yves · 1 citation
#49M27 #65K10 #68U10 #68W25 #90C26 #90C59 #94A08 #FOS: Mathematics #Optimization and Control (math.OC)
- Learning truly monotone operators with applications to nonlinear inverse problems
2024/03/30 by Belkouchi, Younes, Pesquet, Jean-Christophe, Repetti, Audrey +1 · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #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)