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Conventional matrix completion methods are generally linear because they assume that the given data are from linear transformations of lower-dimensional latent subspace and the matrix is of low-rank. Therefore, these methods are not effective in recovering incomplete matrices when the data are from non-linear transformations of lower-dimensional latent subspace. Matrices consisting of such nonlinear...
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