Local Stability of Rankings
Summary: Introduces local stability: sensitivity of an item’s rank to small value changes, while discounting swaps within dense regions of near-tied items. Provides hardness results, PAC-guaranteed sampling approximation (LStability), and dense-region detection with scalable optimizations. (summarized by gpt-5.6-luna on Jul 26 2026)
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Authors
- 1. Felix S. Campbell (Ben Gurion University)
- 2. Yuval Moskovitch (Ben Gurion University)
BibTeX Citation
@inproceedings{campbell_sigmod26,
title = {{Local Stability of Rankings}},
author = {Campbell, Felix S. and Moskovitch, Yuval},
series = {{SIGMOD} '26},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3802081},
url = {https://dl.acm.org/doi/10.1145/3802081},
year = {2026}
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,671 | GeCo: Quality Counterfactual Explanations in Real Time | 2021 | VLDB | 6.4764543e-05 |
| 5,353 | Why Not Yet: Fixing a Top-k Ranking that Is Not Fair to Individuals | 2023 | VLDB | 6.1637765e-05 |
| 5,610 | On Obtaining Stable Rankings | 2019 | VLDB | 6.0686149e-05 |
| 6,203 | FACET: Robust Counterfactual Explanation Analytics | 2023 | SIGMOD | 5.8507344e-05 |
| 6,574 | Explaining Monotonic Ranking Functions | 2021 | VLDB | 5.7454021e-05 |
| 6,692 | A Nutritional Label for Rankings | 2018 | SIGMOD | 5.7070994e-05 |
| 6,962 | Fairly Evaluating and Scoring Items in a Data Set | 2020 | VLDB | 5.6330612e-05 |
| 9,091 | MithraRanking: A System for Responsible Ranking Design | 2019 | SIGMOD | 5.2283159e-05 |
| 11,155 | Locator: Local Stability for Rankings | 2025 | SIGMOD | 4.9793485e-05 |
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