arXiv stat.ML
· Papers
Decision-Aware Training for Sample-Based Generative Models
arXiv:2607.01171v1 Announce Type: cross Abstract: Sample-based generative models are increasingly used for probabilistic forecasting in high-stakes decision settings, yet their training objectives are blind to the decision maker's cost structure. These models are commonly trained with strictly proper scoring rules, suc