Uniqueness of the SVM Solution

Burges, Christopher J. C., Crisp, David J.

Neural Information Processing Systems 

We show that if the solution is not unique, all support vectors are necessarily at bound, and we give some simple examples of non-unique solutions. Wenote that uniqueness of the primal (dual) solution does not necessarily imply uniqueness of the dual (primal) solution.

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