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Consider the Lagrangian
for the regression support vector machine, where
are the Lagrangian multipliers and
are the slack variables.
By setting the derivatives of the Lagrangian with respect to , , , and
to zero and then back substituting to eliminate the corresponding variables, show that the dual Lagrangian is given by