Classification With the Sparse Group Lasso
Signal Processing, IEEE Transactions, Volume 64, Issue 2, 2015, Pages 448-463.
Algorithmscompressed sensingstatistical learningstructured sparsity
Classification with a sparsity constraint on the solution plays a central role in many high dimensional signal processing applications. In some cases, the features can be grouped together, so that entire subsets of features can be selected or discarded. In many applications, however, this can be too restrictive. In this paper, we are inte...More
Full Text (Upload PDF)
PPT (Upload PPT)