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PAMI
2010
143views more  PAMI 2010»
13 years 3 months ago
Convex and Semi-Nonnegative Matrix Factorizations
Chris H. Q. Ding, Tao Li, Michael I. Jordan
COLT
2007
Springer
13 years 11 months ago
Learning Permutations with Exponential Weights
We give an algorithm for the on-line learning of permutations. The algorithm maintains its uncertainty about the target permutation as a doubly stochastic weight matrix, and makes...
David P. Helmbold, Manfred K. Warmuth
SEAL
2010
Springer
13 years 3 months ago
A Parallel Algorithm for Solving Large Convex Minimax Problems
Ramnik Arora, Utkarsh Upadhyay, Rupesh Tulshyan, J...
CDC
2009
IEEE
117views Control Systems» more  CDC 2009»
13 years 10 months ago
Risk sensitive robust support vector machines
— We propose a new family of classification algorithms in the spirit of support vector machines, that builds in non-conservative protection to noise and controls overfitting. O...
Huan Xu, Constantine Caramanis, Shie Mannor, Sungh...