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Paper Citation Record · LEDGER

A Non-parametric View of FedAvg and FedProx: Beyond Stationary Points

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2106.15216.

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

pith.paper-citation-record.v1
2106.15216 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 2026-08-06T18:54:36.750893Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, 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

16
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation fa373523-ccb9-498a-a150-dfa50409866a · inbound

FedP3E: Privacy-Preserving Prototype Exchange for Non-IID IoT Malware Detection in Cross-Silo Federated Learning cites this paper.

FedP3E: Privacy-Preserving Prototype Exchange for Non-IID IoT Malware Detection in Cross-Silo Federated Learning A Non-parametric View of FedAvg and FedProx: Beyond Stationary Points

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T18:54:36.750893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:54:36.750893Z digest=sha256:ed2aa44467d8a7187734510a084692dfb28bf0e3da7fd76b82968a335a486ff4

Observation 7675a086-334a-4377-9c55-4941727caaf6 · inbound

Rescaled Asynchronous SGD: Optimal Distributed Optimization under Data and System Heterogeneity cites this paper.

Rescaled Asynchronous SGD: Optimal Distributed Optimization under Data and System Heterogeneity A Non-parametric View of FedAvg and FedProx: Beyond Stationary Points

Reference 103

Resolution
verified exact
arxiv_id, observed 2026-05-14T19:32:51.492254Z

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=arxiv_source observed=2026-05-14T19:31:12.149482Z digest=sha256:1a7db26dc47154a8e28cb057009b831c269b0ec06f4bc8c45d0ff4524938f4e4