An Accelerated Successive Convex Approximation Scheme With Exact Step Sizes for L1-Regression
We consider the minimization of <inline-formula><tex-math notation="LaTeX">$\ell _{1}$</tex-math></inline-formula>-regularized least-squares problems. A recent optimization approach uses successive convex approximations with an exact line search, which is highly com...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IEEE
2025-01-01
|
| Series: | IEEE Open Journal of Signal Processing |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10840211/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|