An Issue in the Martingale Analysis of the Influence Maximization Algorithm IMM

August 24, 2018 Β· Declared Dead Β· πŸ› International Conference on Computational Social Networks

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Authors Wei Chen arXiv ID 1808.09363 Category cs.DS: Data Structures & Algorithms Cross-listed cs.SI Citations 27 Venue International Conference on Computational Social Networks Last Checked 3 months ago
Abstract
This paper explains a subtle issue in the martingale analysis of the IMM algorithm, a state-of-the-art influence maximization algorithm. Two workarounds are proposed to fix the issue, both requiring minor changes on the algorithm and incurring a slight penalty on the running time of the algorithm.
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