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Kernel Ridge Regression With Autocorrelation Prior: Optimal Model And Cross-Validation

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IEEE ICASSP 2020 Virtual Conference May 2020

Kernel regression problem with autocorrelation prior is discussed in this paper. We revealed the optimal model of the kernel ridge regression in terms of the expected generalization error under the assumed autocorrelation prior. This result agrees with th

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Kernel Ridge Regression With Autocorrelation Prior: Optimal Model And Cross-Validation

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Kernel regression problem with autocorrelation prior is discussed in this paper. We revealed the optimal model of the kernel ridge regression in terms of the expected generalization error under the assumed autocorrelation prior. This result agrees with th