Ying Wang

Bayes Estimators with Performance Comparable to Empirical Bayes Estimators and Improved Local Robustness

The EB estimator is shown to be at most firstorder sensitive to hyper-parameter perturbations, whereas the constructed Bayes estimator is at most second-order sensitive, making it locally more robust.