Statistical Relational Learning: Unifying AI & DB Perspectives on Structured Probabilistic Models
Summary: Survey of statistical relational learning bridging ML and probabilistic-database perspectives by contrasting learning/inference vs. uncertain-data storage/querying. Highlights shared model formalisms, key divergences, and recent work on Probabilistic Soft Logic. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Lise Getoor
Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,847 | Machine Learning for Graph Data Management and Query Processing | 2025 | VLDB | 5.1725247e-05 |
| 8,448 | Anytime Approximation in Probabilistic Databases via Scaled Dissociations | 2019 | SIGMOD | 5.4933768e-05 |
| 5,283 | Machine Learning for Databases | 2021 | VLDB | 6.3568612e-05 |
| 8,516 | Machine Learning for Data Management: Problems and Solutions | 2018 | SIGMOD | 5.4811076e-05 |
| 4,885 | Machine Learning for Big Data | 2013 | SIGMOD | 6.5252891e-05 |
| 6,443 | Probabilistic Databases for All | 2020 | PODS | 5.9385024e-05 |
| 547 | The Theory Of Probabilistic Databases | 1987 | VLDB | 0.00016787108 |
| 9,766 | Structure-Aware Machine Learning over Multi-Relational Databases | 2021 | SIGMOD | 5.2759752e-05 |
| 9,884 | Scalable and Usable Relational Learning With Automatic Language Bias | 2021 | SIGMOD | 5.2508963e-05 |
| 7,939 | Learning Statistical Models from Relational Data | 2011 | SIGMOD | 5.5787096e-05 |