🏢 University of Franche-Comté
Distributional regression: CRPS-error bounds for model fitting, model selection and convex aggregation
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AI Theory
Optimization
🏢 University of Franche-Comté
This paper provides the first statistical learning guarantees for distributional regression using CRPS, offering concentration bounds for model fitting, selection, and convex aggregation, applicable t…