drop in engagement More emails → user ignores, drop in brand value Trade-offs: • Minimize # emails sent • Maximize # downstream sessions • Minimize # resulting complaints Gupta, Liang, Tseng, Vijay, Chen and Rosales. Email volume optimization at LinkedIn. KDD 2016