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cs.LG2026
Multi-center Medical Data Mining with FL-Net - A One-stop Shop for Federated Learning
Simon Süwer, Julian Klemm, Elisa Acitelli +39
Federated learning enables collaborative training without sharing patient-level data, but most studies remain simulations. Based on five requirements derived from the literature, w…
cs.AI2026
Tractable Query Answering under Epistemic Confidentiality Policies in DL Ontologies (extended version)
Lorenzo Marconi, Daniela Rieti, Riccardo Rosati
We study Controlled Query Evaluation (CQE), a declarative approach to confidentiality-preserving data access, in the context of Description Logic (DL) ontologies, and for confident…