Prateek Jaiswal

On the Statistical Consistency of Risk-Sensitive Bayesian Decision-Making

We study data-driven decision-making problems in the Bayesian framework, where the expectation in the Bayes risk is replaced by a risk-sensitive entropic risk measure with respect to the posterior distribution. We focus on problems where calculating the posterior distribution is intractable, a typic…