Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Understanding Generalization of Federated Learning via Stability: Heterogeneity Matters
As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2306.03824.
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 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-11T18:06:13.012111Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T18:34:18.752882Z
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 1f279a58-2ada-482a-b9a4-324df45c1968 · inbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? cites this paper.
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Understanding Generalization of Federated Learning via Stability: Heterogeneity Matters
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T18:06:13.012111Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a72657a-1331-4fd4-aca6-6c2025ecc79f · inbound
FedEve: On Bridging the Client Drift and Period Drift for Cross-device Federated Learning cites this paper.
FedEve: On Bridging the Client Drift and Period Drift for Cross-device Federated Learning Understanding Generalization of Federated Learning via Stability: Heterogeneity Matters
Reference 25
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T18:34:18.896031Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.