k-Regret Queries with Nonlinear Utilities
Summary: Extends k-regret queries from linear to nonlinear utility functions for representative point selection. Provides upper/lower bounds over convex/concave/CES utility classes and validates with real and synthetic data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,116 | Efficient Computation of Regret-ratio Minimizing Set: A Compact Maxima Representative | 2017 | SIGMOD | 5.6830089e-05 |
| 5,255 | Efficient k-Regret Query Algorithm with Restriction-free Bound for any Dimensionality | 2018 | SIGMOD | 5.6013035e-05 |
| 6,816 | RRR: Rank-Regret Representative | 2019 | SIGMOD | 4.9173197e-05 |
| 9,246 | Happiness Maximizing Sets under Group Fairness Constraints | 2023 | VLDB | 4.3690661e-05 |
| 10,986 | Directional Queries: Making Top-k Queries More Effective in Discovering Relevant Results | 2024 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 430 | The Onion Technique: Indexing for Linear Optimization Queries | 2000 | SIGMOD | 0.00023463938 |
| 465 | PREFER: A System for the Efficient Execution of Multiparametric Ranked Queries | 2001 | SIGMOD | 0.00022455702 |
| 914 | Finding k-Dominant Skylines in High Dimensional Space | 2006 | SIGMOD | 0.00015387584 |
| 1,072 | Regret-Minimizing Representative Databases | 2010 | VLDB | 0.00014270817 |
| 2,478 | Computing k-Regret Minimizing Sets | 2014 | VLDB | 8.6927744e-05 |
| 2,615 | Interactive Regret Minimization | 2012 | SIGMOD | 8.4473503e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,816 | RRR: Rank-Regret Representative | 2019 | SIGMOD | 4.9173197e-05 |
| 11,040 | Robust Best Point Selection under Unreliable User Feedback | 2024 | VLDB | 4.1945683e-05 |
| 2,478 | Computing k-Regret Minimizing Sets | 2014 | VLDB | 8.6927744e-05 |
| 2,615 | Interactive Regret Minimization | 2012 | SIGMOD | 8.4473503e-05 |
| 7,559 | Strongly Truthful Interactive Regret Minimization | 2019 | SIGMOD | 4.7107487e-05 |
| 5,116 | Efficient Computation of Regret-ratio Minimizing Set: A Compact Maxima Representative | 2017 | SIGMOD | 5.6830089e-05 |
| 6,834 | A Unified Optimization Algorithm For Solving "Regret-Minimizing Representative" Problems | 2020 | VLDB | 4.9117328e-05 |
| 5,255 | Efficient k-Regret Query Algorithm with Restriction-free Bound for any Dimensionality | 2018 | SIGMOD | 5.6013035e-05 |
| 6,843 | Minimizing Average Regret Ratio in Database | 2016 | SIGMOD | 4.909799e-05 |
| 1,072 | Regret-Minimizing Representative Databases | 2010 | VLDB | 0.00014270817 |