Abstract

In this technical report, we aim to give a simple yet detailed analysis of several various submodular maximization algorithms. We start from analyzing the classical greedy algorithm, firstly discussed by Nemhauser et al. (1978), that guarantees a tight bound for constrained maximization of monotonically submodular set functions. We then continue by… (More)

Topics

  • Presentations referencing similar topics