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- W4289762304 abstract "We adapt a manifold sampling algorithm for the nonsmooth, nonconvex formulations of learning that arise when imposing robustness to outliers present in the training data. We demonstrate the approach on objectives based on trimmed loss. Empirical results show that the method has favorable scaling properties. Although savings in time come at the expense of not certifying optimality, the algorithm consistently returns high-quality solutions on the trimmed linear regression and multiclass classification problems tested." @default.
- W4289762304 created "2022-08-04" @default.
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- W4289762304 date "2018-07-07" @default.
- W4289762304 modified "2023-09-27" @default.
- W4289762304 title "Robust Learning of Trimmed Estimators via Manifold Sampling" @default.
- W4289762304 doi "https://doi.org/10.48550/arxiv.1807.02736" @default.
- W4289762304 hasPublicationYear "2018" @default.
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