Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
A Principled Approach to Data Valuation for 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:2009.06192.
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 2026-08-07T00:56:03.198958Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-11T20:41:09.428336Z
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 46af0a37-9c5f-404c-b23e-baa5d6b53c92 · inbound
Semivalue-based data valuation is arbitrary and gameable cites this paper.
Semivalue-based data valuation is arbitrary and gameable A Principled Approach to Data Valuation for Federated Learning
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:56:03.198958Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e19a064c-2dea-4cf6-b083-9f4cafba1c70 · inbound
Enhanced Privacy and Communication Efficiency in Non-IID Federated Learning with Adaptive Quantization and Differential Privacy cites this paper.
Enhanced Privacy and Communication Efficiency in Non-IID Federated Learning with Adaptive Quantization and Differential Privacy A Principled Approach to Data Valuation for Federated Learning
Reference 45
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T20:41:09.431761Z
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.