A modified Laplace operator computed on a staggered mesh is proposed as a surrogate test metric to prevent overfitting in Gaussian process regression, demonstrated on a 3D motor-efficiency dataset.
Enda Dimitri Vieira Bigarella, Joao Luiz F
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Prevention of Overfitting on Mesh-Structured Data Regressions with a Modified Laplace Operator
A modified Laplace operator computed on a staggered mesh is proposed as a surrogate test metric to prevent overfitting in Gaussian process regression, demonstrated on a 3D motor-efficiency dataset.