On Wed, Oct 30, 2013 at 12:49:49AM +0100, Vlad Niculae wrote:
> Adding "L1" (elementwise) regularization makes L-BFGS-B converge much
> quicker.  This is cool because for NMF such a penalty has other
> advantages.

By the way, the MiniBatchDictLearning can be trivially modified to do
this: do a non-negative Lasso, instead of a Lasso. This is discussed in
the original paper.

G

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