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Algebra of random variables / Operator theory / Multivariate statistics / Fourier analysis / Linear algebra / Multivariate random variable / Positive-definite kernel / Kernel trick / Gaussian function / Mathematical analysis / Mathematics / Statistics
Date: 2009-09-01 15:30:02
Algebra of random variables
Operator theory
Multivariate statistics
Fourier analysis
Linear algebra
Multivariate random variable
Positive-definite kernel
Kernel trick
Gaussian function
Mathematical analysis
Mathematics
Statistics

Random Features for Large-Scale Kernel Machines Ali Rahimi and Ben Recht Abstract To accelerate the training of kernel machines, we propose to map the input data

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