341 citations · 608 across the 18 of their papers we have counts for
3 papers · 1 filter
Spatial Mixture-of-Experts
Nikoli Dryden, Torsten Hoefler
Many data have an underlying dependence on spatial location; it may be weather on the Earth, a simulation on a mesh, or a registered image. Yet this feature is rarely taken advanta…
Neural Graph Databases
Maciej Besta, Patrick Iff, Florian Scheidl +5
Graph databases (GDBs) enable processing and analysis of unstructured, complex, rich, and usually vast graph datasets. Despite the large significance of GDBs in both academia and i…
ENS-10: A Dataset For Post-Processing Ensemble Weather Forecasts
Saleh Ashkboos, Langwen Huang, Nikoli Dryden +5
Post-processing ensemble prediction systems can improve the reliability of weather forecasting, especially for extreme event prediction. In recent years, different machine learning…