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Tong Zhang

A tail inequality for quadratic forms of subgaussian random vectors

Oct 13, 2011
Daniel Hsu, Sham M. Kakade, Tong Zhang

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Dimension-free tail inequalities for sums of random matrices

Apr 16, 2011
Daniel Hsu, Sham M. Kakade, Tong Zhang

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Robust Matrix Decomposition with Outliers

Dec 04, 2010
Daniel Hsu, Sham M. Kakade, Tong Zhang

* Corrected comparisons to previous work of Candes et al (2009)

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Agnostic Active Learning Without Constraints

Jun 14, 2010
Alina Beygelzimer, Daniel Hsu, John Langford, Tong Zhang

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High Dimensional Nonlinear Learning using Local Coordinate Coding

Jun 29, 2009
Kai Yu, Tong Zhang

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Multi-Label Prediction via Compressed Sensing

Jun 02, 2009
Daniel Hsu, Sham M. Kakade, John Langford, Tong Zhang

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The Benefit of Group Sparsity

Mar 17, 2009
Junzhou Huang, Tong Zhang

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