Desbordante 数据分析器增强了复杂依赖关系的发现 · 跟踪 3 个来源

报道来源 [4]

1. arXiv cs.LG TIER_1 English(EN) · Alexander Smirnov, Anton Chizhov, Ilya Shchuckin, Nikita Bobrov, George Chernishev · 2026-08-04 04:00

   使用 Desbordante 快速发现包含依赖项

   arXiv:2608.02213v1 Announce Type: cross Abstract: Inclusion dependency is a relation between attributes of tables that indicates possible Primary Key-Foreign Key references. Automatic discovery of inclusion dependencies is a relevant problem for both academic and industrial commu…

2. arXiv cs.LG TIER_1 English(EN) · Anton Chernikov, Yurii Litvinov, Kirill Smirnov, George Chernishev · 2026-08-04 04:00

   FastGFDs：使用 Desbordante 高效验证图函数依赖

   arXiv:2608.02321v1 Announce Type: cross Abstract: Graph functional dependencies (GFD) are a recently-developed concept aimed at capturing both topological structures in graphs and functional dependencies between attributes. The process of verifying whether a given GFD holds over …

3. Hugging Face Daily Papers TIER_1 English(EN) · 2026-08-03 14:46

   FastGFDs：使用 Desbordante 高效验证图函数依赖

   Graph functional dependencies (GFD) are a recently-developed concept aimed at capturing both topological structures in graphs and functional dependencies between attributes. The process of verifying whether a given GFD holds over a particular graph is referred to as GFD validatio…

4. Hugging Face Daily Papers TIER_1 English(EN) · 2026-07-26 13:01

   Extending Desbordante with Probabilistic Functional Dependency Discovery Support

   Data profiling aims to extract complex patterns from data for further analysis and use that data in domains such as data cleaning, data deduplication, anomaly detection, and many more. Functional dependencies (FDs) are one of the most well-known patterns. However, they are poorly…