A nice review:
"A
Review of Fast 11-Minimization
Algorithms for Robust Face Recognition," by Allen Yang, Arvind Ganesh, Zihan Zhou, Shankar Sastry, and
Yi Ma.
SPAMS: a SPArse Modeling Software
http://www.di.ens.fr/willow/SPAMS/doc/html/doc_spams.html
SparseLab
http://sparselab.stanford.edu/
l1-ls
http://www.stanford.edu/~boyd/l1_ls/
l1-benchmark
http://www.eecs.berkeley.edu/~yang/software/l1benchmark/
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