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Budget-Independent Influence Maximization in Nearly Linear Time

Zhang, Zhijie
arXiv (All) · Papers
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data-structures-and-algorithmssocial-and-information-networks
Influence maximization asks for $k$ seed vertices that maximize the expected spread of a diffusion process in a network. Standard near-optimal-time algorithms based on reverse-reachable sampling achieve a $(1-1/e-\varepsilon)$ approximation, but their worst-case running-time bounds grow linearly wit
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