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post by Brian Keng. Going back to L² regularization, we end up with a term of the form Equation 2 : Adding L² regularization to a cost function where ∥∙∥ is the L² norm. This is, indeed, the form we encounter in classical Tikhonov regularization. So where did the division by m and 2 come from?