Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
The Best of Both Worlds: Accurate Global and Personalized Models through Federated Learning with Data-Free Hyper-Knowledge Distillation
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2301.08968.
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 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T11:15:28.413461Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T15:43:48.572125Z
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 42a8b3d8-fd28-4c3d-aa2b-cb9302efe69f · inbound
Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation cites this paper.
Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation The Best of Both Worlds: Accurate Global and Personalized Models through Federated Learning with Data-Free Hyper-Knowledge Distillation
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T11:15:28.413461Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48d7d5e0-1c3e-4f99-96c7-c04dd51f48d5 · inbound
Optimal Transceiver Design in Over-the-Air Federated Distillation cites this paper.
Optimal Transceiver Design in Over-the-Air Federated Distillation The Best of Both Worlds: Accurate Global and Personalized Models through Federated Learning with Data-Free Hyper-Knowledge Distillation
Reference 24
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T15:43:48.662513Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.