2 papers
cs.LG2026
STeMP: Spatio-Temporal Modelling Protocol
Jan Linnenbrink, Jakub Nowosad, Marvin Ludwig +4
Spatio-temporal machine-learning modelling is an important tool in environmental research. However, machine-learning models are highly sensitive to both the characteristics of the…
stat.ML2024
The CAST package for training and assessment of spatial prediction models in R
Hanna Meyer, Marvin Ludwig, Carles Milà +2
One key task in environmental science is to map environmental variables continuously in space or even in space and time. Machine learning algorithms are frequently used to learn fr…