Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Precision-Weighted Federated Learning
As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2107.09627.
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 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-11T10:52:19.220504Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-12T08:41:23.619921Z
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 223c24e6-0a81-416b-be6e-bcf3f39ba9af · inbound
Fair Distributed Machine Learning with Imbalanced Data as a Stackelberg Evolutionary Game cites this paper.
Fair Distributed Machine Learning with Imbalanced Data as a Stackelberg Evolutionary Game Precision-Weighted Federated Learning
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T10:52:19.220504Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37fae5e4-0dc2-44e8-8b19-faf6cc00dfc4 · inbound
Robust Server Defense Against Unreliable Clients in One-Shot Fair Collaborative Machine Learning cites this paper.
Robust Server Defense Against Unreliable Clients in One-Shot Fair Collaborative Machine Learning Precision-Weighted Federated Learning
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T08:41:23.622281Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.