6 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.LG2011
A General Framework for Structured Sparsity via Proximal Optimization
Andreas Argyriou, Luca Baldassarre, Jean Morales +1
We study a generalized framework for structured sparsity. It extends the well-known methods of Lasso and Group Lasso by incorporating additional constraints on the variables as par…
stat.ML2010★ 6 cited
Regularizers for Structured Sparsity
Charles A. Micchelli, Jean M. Morales, Massimiliano Pontil
We study the problem of learning a sparse linear regression vector under additional conditions on the structure of its sparsity pattern. This problem is relevant in machine learnin…