A. Organization of the Appendix Appendix B presents the proofs for our approximation guarantees and its tightness for the GREEDY algorithm. Appendix C provides details on existing notions of curvature and submodularity ratio, and relates it to the notions in this paper. Appendix D presents detailed proofs for bounding the submodularity ratio and curvature for various applications. Appendix E gi...