2 papers
stat.ML2024
Distributional Regression U-Nets for the Postprocessing of Precipitation Ensemble Forecasts
Romain Pic, Clément Dombry, Philippe Naveau +1
Accurate precipitation forecasts have a high socio-economic value due to their role in decision-making in various fields such as transport networks and farming. We propose a global…
stat.ME2024
Proper Scoring Rules for Multivariate Probabilistic Forecasts based on Aggregation and Transformation
Romain Pic, Clément Dombry, Philippe Naveau +1
Proper scoring rules are an essential tool to assess the predictive performance of probabilistic forecasts. However, propriety alone does not ensure an informative characterization…