Early Stopping for Iterative Regularization with General Loss Functions

Keyphrases

• Convex Loss Function 33%
• Data Dependency 33%
• Early Stopping 100%
• General Loss Function 100%
• Generalization Ability 33%
• Generalization Error 66%
• Gradient Descent 33%
• Iterative Regularization 100%
• Numerical Simulation 33%
• Regularization Method 33%
• Regularization Path 33%
• Regularization Scheme 33%
• Regularization Term 33%
• Reproducing Kernel Hilbert Space 33%
• Stopping Rule 33%
• Stopping Strategies 33%
• Stopping Time 66%
• Tikhonov Regularization 33%

Mathematics

• Cross-Validation 16%
• Dependent Data 16%
• Hilbert Space 16%
• Loss Function 100%
• Posteriori 16%
• Regularization 100%
• Stopping Rule 16%
• stopping time τ 33%
• Upper Bound 16%