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σ(A) is the spectral norm of the matrix A (L2 matrix norm of A), which is the maximum singular value. Then the weight matrix is normalized by σ(A): After normalized, σ(.) will give the value of 1: For fast computation, power iteration method is applied for spectual normalization: The change in W at