Before revision:  We confirm the utility and effectiveness of our framework by applying it to sensitivity analysis of the greedy algorithm and decision-focused learning of parameterized submodular models .
After revision:  We demonstrate the utility and effectiveness of our framework by applying it to sensitivity analysis of the greedy algorithm and decision-focused learning of parameterized submodular models .