Support Vector Machine, Machine Learning.
apply it to the Hard margin classifier and Soft margin classifier and obtain the Duality for them. Lagrangian and Duality of Hard margin classifier: As we know from the Hard margin classifier, we need to minimize the magnitude of the W vector to increase the size of the margin. check out my