Smooth ε-insensitive regression by loss symmetrization

Keyphrases

• Boosting Algorithm 100%
• Symmetrization 100%
• Logistic Loss 100%
• Classification Algorithms 100%
• Learning Algorithm 50%
• Regression Problem 50%
• Gradient Method 50%
• Exponential Loss 50%
• New Additives 50%
• Parametric Family 50%
• Regression Algorithm 50%
• Batch Learning 50%
• Least Squares Support Vector Regression (LSSVR) 50%
• Hinge Loss 50%
• Exponentiated Gradient 50%
• Online Gradient Descent 50%
• Batch Algorithm 50%
• Margin-based Loss Functions 50%
• Log Loss 50%

Mathematics

• Loss Function 100%
• Regularization 100%
• Exp 100%
• Simple Form 100%
• Support Vector Machine 100%
• Batch Learning 100%
• Parametric Family 100%