A new partial-observation Hutchinson trace estimator for unbiased triangle counting in graphs, with variance bounds, sample complexity, and experiments showing reduced synchronization costs.
Meyer, Cameron Musco, Christopher Musco, an d David P
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2026 1verdicts
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Counting Triangles of Graphs via Randomized Trace Estimation with Incomplete Matrix-Vector Products
A new partial-observation Hutchinson trace estimator for unbiased triangle counting in graphs, with variance bounds, sample complexity, and experiments showing reduced synchronization costs.