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Nonnegative Sparse PCA with Provable Guarantees

Megasthenis Asteris, Dimitris S. Papailiopoulos, Alexandros G. Dimakis. Nonnegative Sparse PCA with Provable Guarantees. In Proceedings of the 31th International Conference on Machine Learning, ICML 2014, Beijing, China, 21-26 June 2014. Volume 32 of JMLR Proceedings, pages 1728-1736, JMLR.org, 2014. [doi]

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