Manifold Elastic Net For Sparse Learning

Publisher:
IEEE
Publication Type:
Conference Proceeding
Citation:
2009 IEEE International Conference On Systems, Man And Cybernetics (SMC 2009), Vols 1-9, 2009, 0 pp. 3699 - 3704
Issue Date:
2009-01
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In this paper, we present the manifold elastic net (MEN) for sparse variable selection. MEN combines merits of the manifold regularization and the elastic net regularization, so it considers both the nonlinear manifold structure of a dataset and the spar
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