Density-Convoluted Support Vector Machines for High-Dimensional Classification

Keyphrases

• Benchmark Dataset 8%
• Classification Methods 8%
• Classification Performance 8%
• Convergence Rate 8%
• Elastic Net 25%
• Empirical Measure 8%
• High-dimensional Classification 100%
• Hinge Loss Functions 8%
• Kernel Density Estimator 8%
• Minimization Problem 8%
• Nonsmooth 8%
• Popular 8%
• Random Design 8%
• Real Application 8%
• Simulation Study 8%
• Support Vector Machine 100%

Computer Science

• Classification Method 8%
• Classification Performance 8%
• Dimensional Classification 100%
• Efficient Algorithm 8%
• Elastic Computing 8%
• Good Performance 8%
• Minimization Problem 8%
• Objective Function 8%
• Real Application 8%
• Simulation Study 8%
• Support Vector Machine 100%

Mathematics

• Classification Method 8%
• Elastic Net 25%
• Kernel Density Estimator 8%
• Loss Function 8%
• Minimization Problem 8%
• Numerical Analysis 8%
• Objective Function 8%
• Simulation Study 8%
• Support Vector Machine 100%