Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
pfl-research: simulation framework for accelerating research in Private Federated Learning
As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2404.06430.
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 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:21:58.248378Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
0
pith, observed 2026-08-05T02:28:24.338817Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 3dec3547-3c63-411c-8cdb-dee20fece73f · inbound
Federated Learning with Unlabeled Clients: Personalization Can Happen in Low Dimensions cites this paper.
Federated Learning with Unlabeled Clients: Personalization Can Happen in Low Dimensions pfl-research: simulation framework for accelerating research in Private Federated Learning
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:21:58.248378Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eee5784f-f80c-47ef-8c01-7fb8c17a5e20 · inbound
Differentially Private Federated $k$-Means Clustering with Server-Side Data cites this paper.
Differentially Private Federated $k$-Means Clustering with Server-Side Data pfl-research: simulation framework for accelerating research in Private Federated Learning
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:55:10.969809Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b05aa2c-5b92-4ed0-88e7-df88d447687d · inbound
Correlating Cross-Iteration Noise for DP-SGD using Model Curvature cites this paper.
Correlating Cross-Iteration Noise for DP-SGD using Model Curvature pfl-research: simulation framework for accelerating research in Private Federated Learning
Reference 28
- Resolution
- verified exact
- local_arxiv, observed 2026-08-04T11:28:41.796595Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.