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Paper Citation Record · LEDGER

Combating Client Dropout in Federated Learning via Friend Model Substitution

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2205.13222.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2205.13222 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:18:59.031178Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-07T11:19:01.281139Z

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 484dd94f-1f1e-464c-8f36-deb12b55465d · inbound

Overcoming Challenges of Partial Client Participation in Federated Learning : A Comprehensive Review cites this paper.

Overcoming Challenges of Partial Client Participation in Federated Learning : A Comprehensive Review Combating Client Dropout in Federated Learning via Friend Model Substitution

Reference 35

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:19:01.415968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:18:59.031178Z digest=sha256:970dc4484a72f2b44ca4312128cf66677b42d762f2b19860cb31ecad7f19d364