Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Review of Mathematical Optimization in Federated Learning
As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2412.01630.
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 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T18:51:57.270639Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-15T16:55:45.356315Z
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 1e61194e-8744-405f-ad35-105b80c5fa4f · inbound
Federated Learning from Molecules to Processes: A Perspective cites this paper.
Federated Learning from Molecules to Processes: A Perspective Review of Mathematical Optimization in Federated Learning
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:51:57.270639Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa135e27-2256-47ba-b417-10f485c4cf5c · inbound
Objective Value Change and Shape-Based Accelerated Optimization for the Neural Network Approximation cites this paper.
Objective Value Change and Shape-Based Accelerated Optimization for the Neural Network Approximation Review of Mathematical Optimization in Federated Learning
Reference 41
- Resolution
- verified exact
- local_arxiv, observed 2026-08-15T16:55:45.362369Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.