Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Collaborative Fairness in Federated Learning
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2008.12161.
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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:45:18.234824Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
10
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 39a81028-6927-460e-99af-342227758c23 · inbound
Fairness in Federated Learning: Fairness for Whom? cites this paper.
Fairness in Federated Learning: Fairness for Whom? Collaborative Fairness in Federated Learning
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:45:18.234824Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbad321e-4d0c-40be-89f3-1b8ee5126134 · inbound
Data-Free Client Contribution Estimation via Logit Maximization for Federated Learning cites this paper.
Data-Free Client Contribution Estimation via Logit Maximization for Federated Learning Collaborative Fairness in Federated Learning
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T13:53:19.646891Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.