Robust Submodular Maximization: A Non-Uniform Partitioning Approach

Ilija Bogunovic, Slobodan Mitrović, Jonathan Scarlett, Volkan Cevher

Abstract: We study the problem of maximizing a monotone submodular function subject to a cardinality constraint $k$, with the added twist that a number of items $\tau$ from the returned set may be removed. W...