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Optimization

14207 directly classified papers

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Papers

On the Influence of the Kernel on the Consistency of Support Vector Machines JMLR 2001
Lagrangian Support Vector Machines JMLR 2001
SVMTorch: Support Vector Machines for Large-Scale Regression Problems JMLR 2001
Exact Simplification of Support Vector Solutions JMLR 2001
Efficient SVM Training Using Low-Rank Kernel Representations JMLR 2001
A New Approximate Maximal Margin Classification Algorithm JMLR 2001
Uniform Object Generation for Optimizing One-class Classifiers JMLR 2001