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cs.DS2026
Distributed Algorithms for Euclidean Clustering
Vincent Cohen-Addad, Liudeng Wang, David P. Woodruff +1
We study the problem of constructing -coresets for Euclidean -clustering in the distributed setting, where data points are partitioned across sites.…
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…