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arxiv: 0710.3728 · v4 · submitted 2007-10-19 · 🧮 math.NA

L1Packv2: A Mathematica package for minimizing an ell₁-penalized functional

classification 🧮 math.NA
keywords penalizedalgorithmsexactfunctionalgivenl1packv2mathematicapackage
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L1Packv2 is a Mathematica package that contains a number of algorithms that can be used for the minimization of an $\ell_1$-penalized least squares functional. The algorithms can handle a mix of penalized and unpenalized variables. Several instructive examples are given. Also, an implementation that yields an exact output whenever exact data are given is provided.

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