Abstract
The two point margin condition (Condition 7.2.2 in Sect. 7.2) is studied (as well as the one point margin condition which is Condition 7.6.1 in Sect. 7.6). Furthermore, a relation between the two point margin condition and effective sparsity is given.
Keywords
- Margin Status
- Effective Sparsity
- Marginal Point
- Sharp Oracle Inequalities
- Compatibility Constant
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S. Mendelson, Learning without concentration. J. ACM 62, 21 (2015)
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van de Geer, S. (2016). The Margin Condition. In: Estimation and Testing Under Sparsity. Lecture Notes in Mathematics(), vol 2159. Springer, Cham. https://doi.org/10.1007/978-3-319-32774-7_11
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DOI: https://doi.org/10.1007/978-3-319-32774-7_11
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