The homotopy method revisited: Computing solution paths of $\ell _1$-regularized problems
Work
Year: 2017
Type: article
Abstract: $\ell _1$-regularized linear inverse problems frequently arise in signal processing, image analysis, and statistics. The correct choice of the regularization parameter $t \in \mathbb {R}_{\geq 0}$ is ... more
Source: Mathematics of Computation
Institutions University of California, Los Angeles, Technical University of Munich, University of Siegen
Cites: 18
Cited by: 5
Related to: 10
FWCI: 0.417
Citation percentile (by year/subfield): 55.78
Subfield: Computational Mechanics
Field: Engineering
Domain: Physical Sciences
Open Access status: bronze
Grant ID KR 4512/1-1