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Paper Citation Record · LEDGER

Robust Federated Learning with Connectivity Failures: A Semi-Decentralized Framework with Collaborative Relaying

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2202.11850.

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

pith.paper-citation-record.v1
2202.11850 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:52:31.919195Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T02:46:19.335718Z

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 4e48644f-187c-4c0f-a66a-c0519d8ca434 · inbound

Achieving Linear Speedup and Near-Optimal Complexity for Decentralized Optimization over Row-stochastic Networks cites this paper.

Achieving Linear Speedup and Near-Optimal Complexity for Decentralized Optimization over Row-stochastic Networks Robust Federated Learning with Connectivity Failures: A Semi-Decentralized Framework with Collaborative Relaying

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T10:52:31.919195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T10:52:31.919195Z digest=sha256:d27e0b24b12c323628907920f90d30eeb6226f9858c822997ea46fb27d0f552c

Observation 1ac7ddf7-2abb-46e2-adb8-9c0f3a43a828 · inbound

Optimizing Server Placement for Vertical Federated Learning in Dynamic Edge/Fog Networks cites this paper.

Optimizing Server Placement for Vertical Federated Learning in Dynamic Edge/Fog Networks Robust Federated Learning with Connectivity Failures: A Semi-Decentralized Framework with Collaborative Relaying

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-12T02:46:19.337772Z

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=2026-05-12T02:43:04.428371Z digest=sha256:13d1dd0f785ec8407051b30e1c09929a798de0baa14d2017958383a838183d26