Manifold elastic net: a unified framework for sparse dimension reduction

Publisher:
Springer
Publication Type:
Journal Article
Citation:
Data Mining and Knowledge Discovery, 2011, 22 (3), pp. 340 - 371
Issue Date:
2011-01
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It is difficult to find the optimal sparse solution of a manifold learning based dimensionality reduction algorithm. The lasso or the elastic net penalized manifold learning based dimensionality reduction is not directly a lasso penalized least square pr
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