3 papers
cs.DB2026
Neuro-Relational Programs: Unifying Queries and Neural Computation over Structured Data
Arie Soeteman, Balder ten Cate, Maurice Funk +3
The conventional approach to deep learning over relational databases applies neural models, such as Graph Neural Networks (GNNs), to a graph representation of the database. Recent…
cs.DB2025
Database Views as Explanations for Relational Deep Learning
Agapi Rissaki, Ilias Fountalis, Wolfgang Gatterbauer +1
In recent years, there has been significant progress in the development of deep learning models over relational databases, including architectures based on heterogeneous graph neur…
cs.DB2025
Using Database Dependencies to Constrain Approval-Based Committee Voting in the Presence of Context
Roi Yona, Benny Kimelfeld
In Approval-Based Committee (ABC) voting, each voter lists the candidates they approve and then a voting rule aggregates the individual approvals into a committee that represents t…