cs.DB · 2026-08-02 · No. 72
Databases, 2026-08-02.
1 new papers in cs.DB. Titles, authors,
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01 — The papers
1 entries-
01
Fully Inductive Cardinality Estimation
Tim Schwabe, Lukas Ketzer, Maribel Acosta
cs.DB · cs.LG
Query optimization of Basic Graph Patterns (BGP) SPARQL queries over Knowledge Graphs (KG) requires accurate cardinality estimation. Recently published learned estimators outperform statistics- and sampling-based approaches, but share a limitation preventing their adoption in real-world triplestores: they are transductive and require retraining when the underlying graph changes or when applied to new graphs. We present FICE (Fully Inductive...
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