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acknowledgement thesis1290.3 %
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3.3 applications we proposed first-order methods and alternating direction methods for solving the following problems arising from real applications two-step gradient method for mri reconstruction [32] bregman method for solving matrix completion problems and applications in online recommendation problem and image inpainting problem [30] alternating linearization methods for sparse metric learning problem [25] and sparse inverse covariance selection [39] alternating direction methods for sparse covariance estimation [45] sparse pca [27] reconstructing a sequence of mris [29] and latent variable graphical model selection [31].30 %
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