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137
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ICML
2010
IEEE
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Machine Learning
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ICML 2010
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Robust Formulations for Handling Uncertainty in Kernel Matrices
15 years 4 months ago
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mllab.csa.iisc.ernet.in
We study the problem of uncertainty in the entries of the Kernel matrix, arising in SVM formulation. Using Chance Constraint Programming and a novel large deviation inequality we ...
Sahely Bhadra, Sourangshu Bhattacharya, Chiranjib ...
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