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NIPS2009_0326_slide - regularized distance metric learning...

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Regularized Distance Metric Learning: Theory and Algorithm Objective : generalization error for distance metric learning Paper ID: 326 Main Contribution • Dimensionality independent generalization error by appropriate regularization • Efficient online
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Unformatted text preview: regularized distance metric learning avoids SDP cone projection • Extensive experiments verify the efficacy of the proposed theory and algorithm Rong Jin, Shijun Wang and Yang Zhou Experiment • Face recognition by varying image size...
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