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Paper Citation Record · LEDGER

Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2006.06983.

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

pith.paper-citation-record.v1
2006.06983 v4

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 2026-08-06T06:34:29.942622+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T18:23:55.486771Z

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

10
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 2b1c3585-10f2-4b2f-9997-72e90fd19438 · inbound

FedRP: A Communication-Efficient Approach for Differentially Private Federated Learning Using Random Projection cites this paper.

FedRP: A Communication-Efficient Approach for Differentially Private Federated Learning Using Random Projection Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-04T18:23:55.486771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T18:23:55.486771Z digest=sha256:94a3f2cdcde5b8ce6c056db4f2ff08855925285969682be6df8806d0d66ea845

Observation 61ce25bc-3b31-46b0-8b42-d00e3715d8cd · 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 Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data

Reference 99

Resolution
verified exact
arxiv_id, observed 2026-05-14T19:32:51.360822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-14T19:31:12.149482Z digest=sha256:dbc49e6c9ff2050e63271895f75e2396272e6f2aa8e29dec45691de5840360c6