Posterior and Likelihood Sensitivity in Bayesian Distributionally Robust Optimization

Jun-ya Gotoh, Andrew E. B. Lim, Michael Jong Kim

We introduce the notion of worst-case posterior and worst-case likelihood sensitivity. These measure, respectively, the sensitivity of the expected cost to worst-case perturbations…