CGIHT: Conjugate Gradient Iterative Hard Thresholding for Compressed Sensing and Matrix Completion
We introduce the Conjugate Gradient Iterative Hard Thresholding (CGIHT) family of algorithms for the efficient solution of constrained underdetermined linear systems of equations arising in compressed sensing, row sparse approximation, and matrix completion. CGIHT is designed to balance the low per...
Hlavní autoři: | Tanner, J, Blanchard, J, Wei, K |
---|---|
Médium: | Journal article |
Vydáno: |
2015
|
Podobné jednotky
-
Conjugate Gradient Iterative Hard Thresholding: Observed Noise Stability for Compressed Sensing
Autor: Blanchard, J, a další
Vydáno: (2015) -
Conjugate Gradient Iterative Hard Thresholding:
Observed Noise Stability for Compressed Sensing
Autor: Blanchard, J, a další
Vydáno: (2014) -
Conjugate Gradient Iterative Hard Thresholding for Structured Sparsity
Autor: Jeffrey D. Blanchard
Vydáno: (2022-01-01) -
HDIHT: A High-Accuracy Distributed Iterative Hard Thresholding Algorithm for Compressed Sensing
Autor: Xiaming Chen, a další
Vydáno: (2020-01-01) -
A new and improved quantitative recovery analysis for iterative hard thresholding algorithms in compressed sensing
Autor: Cartis, C, a další
Vydáno: (2015)