The Responsibility Challenge for Data
Summary: Panel on the responsibility challenge for data: fairness, governance, and societal impacts across the data lifecycle, not just models. Proposes a multidisciplinary framework (CS, statistics, social sciences, humanities) to define fair-null models, align policy intent with implementation, and study regulation (GDPR, ADS). (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. H. V. Jagadish
- 2. Francesco Bonchi
- 3. Tina Eliassi-Rad
- 4. Lise Getoor
- 5. Krishna Gummadi
- 6. Julia Stoyanovich
Incoming Citations (Sorted by Pagerank)
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| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,892 | Identifying Insufficient Data Coverage for Ordinal Continuous-Valued Attributes | 2021 | SIGMOD | 4.8925683e-05 |
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