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cs.DS2025
Nearly Space-Optimal Graph and Hypergraph Sparsification in Insertion-Only Data Streams
Vincent Cohen-Addad, David P. Woodruff, Shenghao Xie +1
We study the problem of graph and hypergraph sparsification in insertion-only data streams. The input is a hypergraph with nodes, hyperedges, and rank , an…
cs.DS2025
Fast, Space-Optimal Streaming Algorithms for Clustering and Subspace Embeddings
Vincent Cohen-Addad, Liudeng Wang, David P. Woodruff +1
We show that both clustering and subspace embeddings can be performed in the streaming model with the same asymptotic efficiency as in the central/offline setting. For -clu…