Structured sparsity through convex optimization

Francis R. Bach Rodolphe Jenatton Julien Mairal Guillaume Obozinski

Published in: CoRR (2011)

Keyphrases

structured sparsity
convex optimization
convex optimization problems
group lasso
low rank
interior point methods
primal dual
inverse problems
convex relaxation
total variation
linear programming
image processing
learning problems
submodular functions