convex optim with Dual

Slides

S4-SVMoptimDual-Extra (version: current)

Readings

Vapnik & Chervonenkis (1971), On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities
Daumé III (2017), A Course in Machine Learning, Ch. 12: Learning Theory

Extra Readings

VC Theory

Category

optimize

Tags

3Classification Discriminative Regularization Optimization 5Theory

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