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MaxSketch: Robust Distinct Counting in Streams via Random Projections

MaxSketch uses random projections to estimate distinct counts in noisy streams with near-logarithmic memory under geometric structure.

Nikos Tsikouras, Constantine Caramanis, Christos Tzamos

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 13 of 20 reviewers recommend it
lenient 4/5
medium 6/10
strict 3/5