Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
On the Effect of Defections in Federated Learning and How to Prevent Them
As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2311.16459.
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 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-12T04:57:46.483164Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T21:27:28.664003Z
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 2e51a132-04e5-4713-a87f-28b7326a18b5 · inbound
Incentivizing Truthful Collaboration in Heterogeneous Federated Learning cites this paper.
Incentivizing Truthful Collaboration in Heterogeneous Federated Learning On the Effect of Defections in Federated Learning and How to Prevent Them
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T04:57:46.483164Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c3601c6-6e48-4904-9ac1-fdb6126b0b94 · inbound
What Makes Local Updates Effective: The Role of Data Heterogeneity and Smoothness cites this paper.
What Makes Local Updates Effective: The Role of Data Heterogeneity and Smoothness On the Effect of Defections in Federated Learning and How to Prevent Them
Reference 56
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T21:27:28.666848Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b1eee434-dff8-41e9-aeb3-415144cee9d1 · inbound
What's in a Smoothness Constant? Tighter Rates for Local SGD with Bounded Second-order Heterogeneity cites this paper.
What's in a Smoothness Constant? Tighter Rates for Local SGD with Bounded Second-order Heterogeneity On the Effect of Defections in Federated Learning and How to Prevent Them
Reference 70
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T01:23:37.851410Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.