Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
On the Unreasonable Effectiveness of Federated Averaging with Heterogeneous Data
As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2206.04723.
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 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T18:53:08.998640Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-23T20:43:25.675729Z
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 bcc71414-0216-41fc-8371-36c29967eaa1 · inbound
On the Convergence Rates of Federated Q-Learning across Heterogeneous Environments cites this paper.
On the Convergence Rates of Federated Q-Learning across Heterogeneous Environments On the Unreasonable Effectiveness of Federated Averaging with Heterogeneous Data
Reference 34
- Resolution
- verified exact
- arxiv_id, observed 2026-05-23T20:43:25.678595Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b91e36e0-627c-4aff-af76-7b866ea35aa4 · inbound
How to DP-fy Your Data: A Practical Guide to Generating Synthetic Data With Differential Privacy cites this paper.
How to DP-fy Your Data: A Practical Guide to Generating Synthetic Data With Differential Privacy On the Unreasonable Effectiveness of Federated Averaging with Heterogeneous Data
Reference 246
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T18:53:08.998640Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94606414-ef0b-4efa-a469-a8b6a066f6a1 · 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 Unreasonable Effectiveness of Federated Averaging with Heterogeneous Data
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T01:23:34.128102Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.