Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Achieving Model Fairness in Vertical Federated Learning
As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2109.08344.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T04:12:39.318072Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-16T04:12:39.602597Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 686e0035-56e3-436c-baa1-98972e0ce462 · inbound
Mitigating Group-Level Fairness Disparities in Federated Visual Language Models cites this paper.
Mitigating Group-Level Fairness Disparities in Federated Visual Language Models Achieving Model Fairness in Vertical Federated Learning
Reference 19
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-16T04:12:39.606642Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.