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Continuous Optimization

3907 directly classified papers

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Papers

Quasi-Geodesic Neural Learning Algorithms Over the Orthogonal Group: A Tutorial JMLR 2005
On the Nystrom Method for Approximating a Gram Matrix for Improved Kernel-Based Learning JMLR 2005
A Fast Algorithm for Joint Diagonalization with Non-orthogonal Transformations and its Application to Blind Source Separation JMLR 2004
Second Order Cone Programming Formulations for Feature Selection JMLR 2004
A Robust Minimax Approach to Classification JMLR 2002
Minimal Kernel Classifiers JMLR 2002
Efficient SVM Training Using Low-Rank Kernel Representations JMLR 2001