Hui Zou
Stanford University
1 paper in the Anchorcite directory, published in 2005, cited 21,798 times in total.
ORCID profileResearch topics
- Gene expression and cancer classification · 1 paper
- Neural Networks and Applications · 1 paper
- Face and Expression Recognition · 1 paper
Frequent co-authors
- Trevor Hastie · 1 paper
Papers
- Regularization and Variable Selection Via the Elastic NetJournal of the Royal Statistical Society Series B (Statistical Methodology) · 2005 · 21,798 citations
Summary We propose the elastic net, a new regularization and variable selection method. Real world data and a simulation study show that the elastic net often outperforms the lasso, while enjoying a similar sparsity of representation. In addition, the elastic…
Metadata from OpenAlex (CC0).