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Sparse Portfolio Selection via the sorted $\ell_{1}$-Norm
We introduce a financial portfolio optimization framework that allows us to automatically select the relevant assets and estimate their weights by relying on a sorted $\ell_1$-Norm penalization, henceforth SLOPE.
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