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Preprint Aug 2026

EMS Coreset: An Efficient Expectation-Maximization Algorithm for Sinkhorn Coreset

Coresets distill large datasets into small, representative subsets for efficient downstream learning. Yet Optimal Transport (OT)-based selection typically requires intensive computation of transport plans, limiting scalability. We introduce a scalable Sinkhorn coreset method that permits closed-form updates of the entr...

Haoyun Yin, Chuanhui Liu, Xiao Wang · 0 citations

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