T-REx: Table Repair Explanations
Summary: T-REx delivers Shapley-value explanations for data repair, agnostic to the repair algorithm (black-box). For a chosen cell, it ranks constraints and affected cells by attribution, enabling targeted modification of the most influential factors. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Daniel Deutch
- 2. Nave Frost
- 3. Amir Gilad
- 4. Oren Sheffer
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Outgoing Citations (Sorted by Pagerank)
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 192 | HoloClean: Holistic Data Repairs with Probabilistic Inference | 2017 | VLDB | 0.00035728858 |
| 555 | Discovering Denial Constraints | 2013 | VLDB | 0.00020254908 |
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