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controls strength of the penalty term which measures the sensitivity of the encoding layer to small changes in the input data. J_f(x) is the Jacobian matrix of the encoded representation f(x) with respect to the input data x ||.|| is the Frobenius norm The squared Frobenius norm of the Jacobian