Discovering Bucket Orders from Full Rankings
Summary: Introduces Bucket Gap and Abnormal Rank Gap to discover bucket orders from noisy full rankings, reframing from a representative to an approximation perspective. Leverages inter-bucket dissimilarity and cross-quantile closeness; outperforms Bucket Pivot with ~30% lower error and ~50% noise tolerance. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Jianlin Feng
- 2. Qiong Fang
- 3. Wilfred Ng
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| 709 | Efficient Similarity Search and Classification via Rank Aggregation | 2003 | SIGMOD | 0.00017768547 |
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