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Efficient global approximation of generalized nonlinear ℓ
1
-Regularized solution paths and its applications
Ming Yuan,
Hui Zou
Statistics (Twin Cities)
Research output
:
Contribution to journal
›
Article
›
peer-review
7
Scopus citations
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Dive into the research topics of 'Efficient global approximation of generalized nonlinear ℓ
1
-Regularized solution paths and its applications'. Together they form a unique fingerprint.
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Business & Economics
Regularization
100%
Approximation
62%
Numerical Optimization
57%
Logistic Regression
53%
Splines
50%
Kernel
46%
Loss Function
43%
Methodology
38%
Mathematics
Path
52%
Approximation
38%
Regularization
33%
Support Vector
29%
Elastic Net
28%
Methodology
28%
Quadratic Spline
26%
Numerical Optimization
24%
Kernel Regression
24%
Local Approximation
23%
Linear Approximation
21%
Logistic Regression
20%
Loss Function
19%
Flexibility
18%
High-dimensional
15%
Framework
10%
Generalization
9%