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The loss of the property of locality of the kernel in high-dimensional
  Gaussian process regression on the example of the fitting of molecular
  potential energy surfaces

The loss of the property of locality of the kernel in high-dimensional Gaussian process regression on the example of the fitting of molecular potential energy surfaces

21 November 2022
Sergei Manzhos
Manabu Ihara
    GP
ArXiv (abs)PDFHTML

Papers citing "The loss of the property of locality of the kernel in high-dimensional Gaussian process regression on the example of the fitting of molecular potential energy surfaces"

1 / 1 papers shown
Title
Degeneration of kernel regression with Matern kernels into low-order
  polynomial regression in high dimension
Degeneration of kernel regression with Matern kernels into low-order polynomial regression in high dimension
Sergei Manzhos
Manabu Ihara
99
8
0
17 Nov 2023
1