2 citations · 2 across the 3 of their papers we have counts for
3 papers
MADE: A Living Benchmark for Multi-Label Text Classification with Uncertainty Quantification of Medical Device Adverse Events
Raunak Agarwal, Markus Wenzel, Simon Baur +3
Machine learning in high-stakes domains such as healthcare requires not only strong predictive performance but also reliable uncertainty quantification (UQ) to support human oversi…
Spatially Resolved Meteorological and Ancillary Data in Central Europe for Rainfall Streamflow Modeling
Marc Aurel Vischer, Noelia Otero, Jackie Ma
We present a dataset for rainfall streamflow modeling that is fully spatially resolved with the aim of taking neural network-driven hydrological modeling beyond lumped catchments.…
DiffScale: Continuous Downscaling and Bias Correction of Subseasonal Wind Speed Forecasts using Diffusion Models
Maximilian Springenberg, Noelia Otero, Yuxin Xue +1
Renewable resources are strongly dependent on local and large-scale weather situations. Skillful subseasonal to seasonal (S2S) forecasts -- beyond two weeks and up to two months --…