Efficient global approximation of generalized nonlinear ℓ₁ -Regularized solution paths and its applications

Keyphrases

• 1 Regularization 20%
• Efficient Construction 20%
• Elastic Net 20%
• Global Approximation 100%
• Kernel Logistic Regression 20%
• Local Linear Approximation 20%
• Loss Function 20%
• Nonlinear Solution 20%
• Numerical Optimization 20%
• Proposed Methodology 20%
• Quadratic Spline 20%
• Recalibration 20%
• Regularization Framework 20%
• Regularized Solution 100%
• Solution Path 100%
• Stable Computation 20%
• Support Vector 20%

Mathematics

• Elastic Net 50%
• Linear Approximation 50%
• Logistic Regression 50%
• Loss Function 50%
• Regularization 100%
• Spline 50%
• Support Vector Machine 50%