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A simple and provable algorithm for sparse diagonal CCA

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May 29, 2016
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Trading-off variance and complexity in stochastic gradient descent

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Mar 22, 2016
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Bipartite Correlation Clustering -- Maximizing Agreements

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Mar 09, 2016
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Sparse PCA via Bipartite Matchings

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Aug 04, 2015
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Stay on path: PCA along graph paths

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Jun 19, 2015
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The Sparse Principal Component of a Constant-rank Matrix

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Dec 20, 2013
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Sparse Principal Component of a Rank-deficient Matrix

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Jun 08, 2011
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