Splitting Method for the p-Elastic Net

来源 :The 6th International Conference on Optimization and Control | 被引量 : 0次 | 上传用户：DAVIDIBM

【摘要】

：

　　The lasso of Tibshirani is a popular model for variable selections.The elastic net of Zou and Hastie applies Tikhonov's regularization to the lasso to break

【作者】

：

SouhailChebbi;

【机构】

：

King Saud University,Saudi Arabia

【出处】

：

The 6th International Conference on Optimization and Control

【发表日期】

：

2015年期

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论文部分内容阅读

　　The lasso of Tibshirani is a popular model for variable selections.The elastic net of Zou and Hastie applies Tikhonov's regularization to the lasso to break some limitations of the lasso in the case where the number of predictors is much bigger than the number of observations,or where a group of variables have pairwise high correlations.

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Splitting Method for the p-Elastic Net

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