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CORR
2010
Springer

134views Education» more CORR 2010»

Large Margin Multiclass Gaussian Classification with Differential Privacy

13 years 6 months ago

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As increasing amounts of sensitive personal information is aggregated into data repositories, it has become important to develop mechanisms for processing the data without revealin...

Manas A. Pathak, Bhiksha Raj

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ICML
2010
IEEE

248views Machine Learning» more ICML 2010»

Large Scale Max-Margin Multi-Label Classification with Priors

13 years 7 months ago

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We propose a max-margin formulation for the multi-label classification problem where the goal is to tag a data point with a set of pre-specified labels. Given a set of L labels, a...

Bharath Hariharan, Lihi Zelnik-Manor, S. V. N. Vis...

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ICDM
2009
IEEE

137views Data Mining» more ICDM 2009»

A Deep Non-linear Feature Mapping for Large-Margin kNN Classification

14 years 28 days ago