Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization
As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2007.07481.
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 2026-08-10T18:35:01.098953Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-10T18:35:01.409346Z
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 f0086708-d253-4290-b949-1823f09b9e0a · inbound
Communication-Efficient Federated Learning by Quantized Variance Reduction for Heterogeneous Wireless Edge Networks cites this paper.
Communication-Efficient Federated Learning by Quantized Variance Reduction for Heterogeneous Wireless Edge Networks Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization
Reference 17
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T18:35:01.418809Z
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 d3524785-8ce4-4319-a2cd-b17ac22b612c · inbound
ParaBlock: Communication-Computation Parallel Block Coordinate Federated Learning for Large Language Models cites this paper.
ParaBlock: Communication-Computation Parallel Block Coordinate Federated Learning for Large Language Models Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T20:29:51.261452Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.