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PAMI
2010
143views more  PAMI 2010»
14 years 8 months ago
Convex and Semi-Nonnegative Matrix Factorizations
Chris H. Q. Ding, Tao Li, Michael I. Jordan
COLT
2007
Springer
15 years 4 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
14 years 7 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»
15 years 2 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...