Early Stopping for Iterative Regularization with General Loss Functions

Mathematics

• Early Stopping 100%
• Iterative Regularization 96%
• Generalization Error 94%
• Stopping Time 78%
• Loss Function 70%
• Regularization 58%
• Regularization Technique 42%
• Gradient Descent 42%
• Stopping Rule 40%
• Dependent Data 39%
• Reproducing Kernel Hilbert Space 38%
• Tikhonov Regularization 38%
• Cross-validation 38%
• Iterate 32%
• Convex function 29%
• Numerical Simulation 25%
• Strategy 24%
• Path 23%
• Upper bound 22%
• Estimator 20%
• Term 18%
• Generalization 17%

Engineering & Materials Science

• Hilbert spaces 45%
• Computer simulation 18%