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37

NIPS
2003

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Linear Dependent Dimensionality Reduction

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Linear Dependent Dimensionality Reduction

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We formulate linear dimensionality reduction as a semi-parametric estimation problem, enabling us to study its asymptotic behavior. We generalize the problem beyond additive Gaussian noise to (unknown) nonGaussian additive noise, and to unbiased non-additive models.

Nathan Srebro, Tommi Jaakkola

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Added	31 Oct 2010
Updated	31 Oct 2010
Type	Conference
Year	2003
Where	NIPS
Authors	Nathan Srebro, Tommi Jaakkola

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