The text of the chapter introduces the loss function of the L2-loss SVM, but it does not

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The text of the chapter introduces the loss function of the L2-loss SVM, but it does not discuss the update used by stochastic gradient descent. Derive the stochastic gradient descent update for the L2-loss SVM.

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