Machine LearningStanford CS229
CS229 SVM Dual Formulation — Complete Derivation Notes (Lagrangian + KKT + Kernel Trick)
Complete CS229 lecture notes for the SVM dual formulation. Step-by-step derivation from the primal margin problem to the dual using Lagrange multipliers and KKT conditions, plus why the dual form is what makes the kernel trick possible.
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