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Estimating Single-Node PageRank in O~(min{d_t, sqrt(m)}) Time

Summary: SetPush: a novel algorithm for single-node PageRank on undirected graphs that yields constant-relative-error estimates in O~(min{d_t, sqrt(m)}) time with constant failure probability. Breaks the O(n) worst-case of Monte Carlo/backward-push via a tailored push scheme and analysis; validated empirically. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
13136
Venue
VLDB
Year
2023
Pagerank
4.3556432e-05
Overall Rank
9,328 | 35.11%
DOI
10.14778/3611479.3611500

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Rank Citing Paper Year Venue Pagerank
11,027 BIRD: Efficient Approximation of Bidirectional Hidden Personalized PageRank 2024 VLDB 4.1945683e-05
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