Bolasso: model consistent Lasso estimation through the bootstrap

8 Apr 2008Francis Bach

We consider the least-square linear regression problem with regularization by the l1-norm, a problem usually referred to as the Lasso. In this paper, we present a detailed asymptotic analysis of model consistency of the Lasso... (read more)

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