Geostatistical Learning: Challenges and Opportunities

1 code implementation • 17 Feb 2021 • Júlio Hoffimann, Maciel Zortea, Breno de Carvalho, Bianca Zadrozny

regionalized) variables due to spatial correlation; and trends caused by geophysical processes lead to covariate shifts between the domain where the model was trained and the domain where it will be applied, which in turn harm the use of classical learning methodologies that rely on random samples of the data.

Learning Theory Model Selection +1