132 citations · 165 across the 7 of their papers we have counts for
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stat.ML2020
Fast covariance parameter estimation of spatial Gaussian process models using neural networks
Florian Gerber, Douglas W. Nychka
Gaussian processes (GPs) are a popular model for spatially referenced data and allow descriptive statements, predictions at new locations, and simulation of new fields. Often a few…
stat.ME2020★ 8 cited
Identification of Dominant Features in Spatial Data
Roman Flury, Florian Gerber, Bernhard Schmid +1
Dominant features of spatial data are connected structures or patterns that emerge from location-based variation and manifest at specific scales or resolutions. To identify dominan…