Himaneesh Sompalle

Information Is Not Utility: When Probabilistic Forecasts Help and Hurt Decisions

Richer forecasts can change decisions when objectives depend on distributional information unavailable from the predictive mean and a trained rule can use it. We analyze forecast-to-decision interfaces through sufficiency and bounded-reward stability results, with explicit limits...