seniorSVM
What is the relationship between SVM and margin-based regularization?
Updated May 17, 2026
Short answer
Margin maximization acts as an implicit regularizer in SVM.
Deep explanation
By minimizing ||w||², SVM enforces smoother decision boundaries. This acts like L2 regularization, controlling model complexity.
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