MEGS: A Penalty for Mutually Exclusive Group Sparsity

Penalty functions or regularization terms that promote structured solutions to optimization problems are of great interest in many fields. We introduce MEGS, a nonconvex structured sparsity penalty that promotes mutual exclusivity between components in solutions to optimization problems. This enforc...

Full description

Bibliographic Details
Main Authors: Goyal, V.K (Author), Saunders, C. (Author)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers Inc. 2023
Subjects:
Online Access:View Fulltext in Publisher
View in Scopus