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33

COLT
2006
Springer

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The Rademacher Complexity of Linear Transformation Classes

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The Rademacher Complexity of Linear Transformation Classes

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Bounds are given for the empirical and expected Rademacher complexity of classes of linear transformations from a Hilbert space H to a ...nite dimensional space. The results imply generalization guarantees for graph regularization and multi-task subspace learning.

Andreas Maurer

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...nite Dimensional Space | COLT 2006 | Expected Rademacher Complexity | Machine Learning | Multi-task Subspace |

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Added	20 Aug 2010
Updated	20 Aug 2010
Type	Conference
Year	2006
Where	COLT
Authors	Andreas Maurer

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