Hideyuki Imai

Kernel Ridge Regression with Autocorrelation Prior: Optimal Model and Cross-Validation

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 the optimal model of the Gaussian process regre…