The Projected GSURE for Automatic Parameter Tuning in Iterative Shrinkage Methods

21 March 2010

Papers citing "The Projected GSURE for Automatic Parameter Tuning in Iterative Shrinkage Methods"

9 / 9 papers shown

Title
Tuning-free multi-coil compressed sensing MRI with Parallel Variable Density Approximate Message Passing (P-VDAMP) Charles Millard M. Chiew Jared Tanner A. Hess B. Mailhé 24 2 0 08 Mar 2022
Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems Kaixuan Wei Angelica Aviles-Rivero Jingwei Liang Ying Fu Carola-Bibiane Schönlieb Hua Huang 21 103 0 22 Feb 2020
Maximum likelihood estimation of regularisation parameters in high-dimensional inverse problems: an empirical Bayesian approach. Part I: Methodology and Experiments A. F. Vidal Valentin De Bortoli Marcelo Pereyra Alain Durmus 24 7 0 26 Nov 2019
Unsupervised Learning with Stein's Unbiased Risk Estimator Christopher A. Metzler Ali Mousavi Reinhard Heckel Richard G. Baraniuk OOD 26 103 0 26 May 2018
A Variational Bayesian Approach for Image Restoration. Application to Image Deblurring with Poisson-Gaussian Noise Y. Marnissi Yuling Zheng Émilie Chouzenoux J. Pesquet 18 39 0 24 Oct 2016
Stein Unbiased GrAdient estimator of the Risk (SUGAR) for multiple parameter selection Charles-Alban Deledalle Samuel Vaiter M. Fadili Gabriel Peyré 47 117 0 06 May 2014
Fast methods for denoising matrix completion formulations, with applications to robust seismic data interpolation Aleksandr Aravkin Rajiv Kumar Hassan Mansour Ben Recht Felix J. Herrmann 70 75 0 20 Feb 2013
Local Behavior of Sparse Analysis Regularization: Applications to Risk Estimation Samuel Vaiter Charles-Alban Deledalle Gabriel Peyré C. Dossal Jalal Fadili 88 41 0 14 Apr 2012
C-HiLasso: A Collaborative Hierarchical Sparse Modeling Framework Pablo Sprechmann Ignacio Francisco Ramírez Paulino Guillermo Sapiro Yonina C. Eldar 76 187 0 07 Jun 2010