Before revision:  Further, we show that our problems have natural applications to allocating healthcare testing centers . The eventual goal is to provide results for supplier-like problems in the most general distributional setting, where there is only black-box access to the underlying distribution.
After revision:  We note that the particular family of problems we consider, has natural applications in setting up healthcare facility centers with the intent of emergency planning. Our eventual goal is to provide results for supplier-like problems in the most general distributional setting, where there is only black-box access to the underlying distribution.