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20142022
most citedRank-based Lasso -- efficient methods for high-dimensional robust model selection

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stat.ML2015

Oracle inequalities for ranking and U-processes with Lasso penalty

Wojciech Rejchel

We investigate properties of estimators obtained by minimization of U-processes with the Lasso penalty in high-dimensional settings. Our attention is focused on the ranking problem…