Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
The Non-IID Data Quagmire of Decentralized Machine Learning
As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:1910.00189.
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 2026-08-16T00:54:43.116743Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-21T10:30:58.802769Z
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 f871a0f2-8a89-44b6-bc85-2ff9a7e57887 · inbound
Adaptive Federated Optimization cites this paper.
Adaptive Federated Optimization The Non-IID Data Quagmire of Decentralized Machine Learning
Reference 215
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T10:30:58.804884Z
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 0219d137-04ac-4823-adad-cf9933ae727c · inbound
Lazy But Effective: Collaborative Personalized Federated Learning with Heterogeneous Data cites this paper.
Lazy But Effective: Collaborative Personalized Federated Learning with Heterogeneous Data The Non-IID Data Quagmire of Decentralized Machine Learning
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:54:43.116743Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fca2b44c-c792-4419-9e2a-248182a9930c · inbound
The Impact of Federated Learning on Distributed Remote Sensing Archives cites this paper.
The Impact of Federated Learning on Distributed Remote Sensing Archives The Non-IID Data Quagmire of Decentralized Machine Learning
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T09:16:00.684839Z
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.