2024
Distributional regression: CRPS-error bounds for model fitting, model selection and convex aggregation
NeurIPS 2024poster
Distributional regression aims at estimating the conditional distribution of a target variable given explanatory co-variates. It is a crucial tool for forecasting when a precise uncertainty quantification is required. A popular methodology consists in fitting a parametric model via empirical risk mi…