Matteo Pelati
Index Terms
- Kernel korner: multicast routing code in the Linux kernel
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A pre-selecting base kernel method in multiple kernel learning
The pre-defined base kernel greatly affects the performance of multiple kernel learning (MKL), but selecting the pre-defined base kernel still has no theoretical guidance. In practice, it is very difficult to select a set of appropriate base kernels ...
Online kernel selection: algorithms and evaluations
AAAI'12: Proceedings of the Twenty-Sixth AAAI Conference on Artificial IntelligenceKernel methods have been successfully applied to many machine learning problems. Nevertheless, since the performance of kernel methods depends heavily on the type of kernels being used, identifying good kernels among a set of given kernels is important ...
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