mlsanityData to 14 Oct 2026

Semi-Streaming Bipartite Matching in Fewer Passes and Optimal Space

arXiv 2011.03495 ↗First posted 6 Nov 2020cs.DS math.OCcited by 2

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Abstract (arXiv)

We provide widetildeO(ε-1)-pass semi-streaming algorithms for computing (1-ε)-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 widetildeO(ε-1)-pass algorithm of Ahn and Guha. 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.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). First posted on arXiv 6 Nov 2020.

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