Structured Sparsity and Generalization

Andreas Maurer Massimiliano Pontil

Published in: CoRR (2011)

Keyphrases

structured sparsity
group sparsity
statistical learning
compressive sensing
convex optimization problems
sparsity inducing
learning problems
dimensionality reduction
machine learning
objective function
model selection
image representation
regression model
greedy algorithm
variable selection