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2 votes
2 answers
109 views

How is the Representer theorem used in the derivation of the SVM dual form?

This is the primal form of the SVM hypothesis : $$ h _{\mathbf{\vec w}, b}(\mathbf{\vec x}^{(i)}) = \mathbf{\vec w}\cdot \mathbf{\vec x}^{(i)} + b $$ The Representer theorem as formulated here ...
Sagnik Taraphdar's user avatar
2 votes
1 answer
258 views

How to solve alphas (or the dual equation) after getting Lagrangian dual of SVM

I'm trying to learn SVM by myself, and I'm stuck after getting the dual of SVM. I understand getting the dual after the primal. But, I am stuck here. Please help. We assume that the hard margin case ...
dvdy's user avatar
  • 21
3 votes
2 answers
185 views

How to solve MNP (minimum norm) problem in SVM?

I'm reading an article, which says that MNP (minimum norm problem) can be solved as SVM. In the minimum norm problem, we're given a set of points in $R^d$ and need to find a point in convex hull of ...
taciturno's user avatar
  • 251