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I need to minimize the following equation to implement a c-svm Objective function to be minimized I know that I am supposed to implement stochastic sub-gradient descent algorithm to minimize the above objective function but I am not sure how to do it.

Is the following algorithm the correct way to implement the stochastic sub-gradient descent for the above optimization problem? My implementation of stochastic sub-gradient descent

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