Learning by Kernel Polarization

DOI10.1162/0899766053630341zbMath1087.68102OpenAlexW2115521056MaRDI QIDQ4678372

Yoram Baram

Publication date: 23 May 2005

Published in: Neural Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1162/0899766053630341

zbMATH Keywords

data polarizationuniversal kernel optimality criterion

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10)

Related Items (3)

Facilitating high‐dimensional transparent classification via empirical Bayes variable selection ⋮ An efficient Gaussian kernel optimization based on centered kernel polarization criterion ⋮ Multiple kernel learning by empirical target kernel

Cites Work

• Nearest neighbor pattern classification
• On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities
• On Estimation of a Probability Density Function and Mode
• Choosing multiple parameters for support vector machines

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