Weighted Nuclear Norm Minimization with Application to ...

specifically, by using the F-norm to measure the difference between observed data matrix Y and the latent data matrix X, the NNM model in (1) has an analytical solution (re-fer to (2)) via the soft-thresholding of singular values (refer to (3)). NNM penalizes the singular values of X equally.

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