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Orthant-Wise Limited-memory Quasi-Newton Optimizer for L1-regularized Objectives

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The Orthant-Wise Limited-memory Quasi-Newton algorithm (OWL-QN) is a numerical optimization procedure for finding the optimum of an objective of the form {smooth function} plus {L1-norm of the parameters}. Last published: December 11, 2007.