No Repetition: Fast and Reliable Sampling with Highly Concentrated Hashing
Summary: Tabulation-1Permutation hashing enables fast, reliable sampling without repetition. With equal space, it achieves high-probability bounds directly, outperforms repetition-based methods and hashes like MurmurHash3/BLAKE3 in tight error regimes, validated empirically. (summarized by gpt-5-nano on Feb 09 2026)
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| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 737 | On Synopses for Distinct-Value Estimation Under Multiset Operations | 2007 | SIGMOD | 0.00017377393 |
| 1,683 | Cardinality Estimation: An Experimental Survey | 2018 | VLDB | 0.0001091276 |
| 3,930 | Tighter Estimation using Bottom-k Sketches | 2008 | VLDB | 6.6195837e-05 |
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