Semi-Streaming Bipartite Matching in Fewer Passes and Optimal Space
Sepehr Assadi, Arun Jambulapati, Yujia Jin, Aaron Sidford, Kevin Tian
2022年份
9被引次数
13顶会引用
摘要
We provide O( -1 )-pass semi-streaming algorithms for computing (1 -)-approximate maximum cardinality matchings in bipartite graphs. Our most efficient methods are deterministic and use optimal, O(n), space, improving upon the space complexity of the previous state-of-the-art O( -1 )-pass algorithm of [AG18]. To obtain our results we provide semi-streaming adaptations of more general continuous optimization tools. Further, we leverage these techniques to obtain improvements for streaming variants of approximate linear programming, optimal transport, exact matching, transshipment, and shortest path problems.
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引用它的顶会 Paper13
- On Regularity Lemma and Barriers in Streaming and Dynamic MatchingSepehr Assadi, Soheil Behnezhad, Sanjeev Khanna, Huan LiSTOC 2023 · 被引用 13 次
- Dynamic Matching with Better-than-2 Approximation in Polylogarithmic Update TimeSayan Bhattacharya, Peter Kiss, Thatchaphol Saranurak, David WajcSODA 2023 · 被引用 11 次
- Deterministic (1+ε)-approximate maximum matching with poly(1/ε) passes in the semi-streaming model and beyondManuela Fischer, Slobodan Mitrovic, Jara UittoSTOC 2022 · 被引用 11 次
- Multiplicative Weights Update, Area Convexity and Random Coordinate Descent for Densest Subgraph ProblemsTa Duy Nguyen, Alina EneICML 2024 · 被引用 10 次
- Revisiting Area Convexity: Faster Box-Simplex Games and Spectrahedral GeneralizationsArun Jambulapati, Kevin TianNeurIPS 2023 · 被引用 10 次
它引用的顶会 Paper6
- Parallel approximate undirected shortest paths via low hop emulatorsAlexandr Andoni, Clifford Stein, Peilin ZhongSTOC 2020 · 被引用 50 次
- Faster parallel algorithm for approximate shortest pathJason LiSTOC 2020 · 被引用 48 次
- Space Efficient Approximation to Maximum Matching Size from Uniform Edge SamplesMichael Kapralov, Slobodan Mitrovic, Ashkan Norouzi-Fard, Jakab TardosSODA 2020 · 被引用 30 次
- Almost optimal super-constant-pass streaming lower bounds for reachabilityLijie Chen, Gillat Kol, Dmitry Paramonov, Raghuvansh R. Saxena 等STOC 2021 · 被引用 15 次
- Space Lower Bounds for Approximating Maximum Matching in the Edge Arrival ModelMichael KapralovSODA 2021 · 被引用 15 次
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