关于$\ell_{1}$-与$\ell_{0}$-正则化的鲁棒性和稳定性：Bertsimas等人和Hastie等人的论文讨论。

IF 3.9 1区数学 Q1 STATISTICS & PROBABILITY

Statistical Science Pub Date : 2020-11-01 DOI:10.1214/20-sts809

Yuansi Chen, Armeen Taeb, P. Bühlmann

引用次数: 3

摘要

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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A Look at Robustness and Stability of $\ell_{1}$-versus $\ell_{0}$-Regularization: Discussion of Papers by Bertsimas et al. and Hastie et al.

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来源期刊

Statistical Science 数学-统计学与概率论

CiteScore

6.50

自引率

1.80%

发文量

审稿时长

>12 weeks

期刊介绍： The central purpose of Statistical Science is to convey the richness, breadth and unity of the field by presenting the full range of contemporary statistical thought at a moderate technical level, accessible to the wide community of practitioners, researchers and students of statistics and probability.