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Paper Citation Record · LEDGER

Motivating Workers in Federated Learning: A Stackelberg Game Perspective

As of 28 July 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:1908.03092.

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

pith.paper-citation-record.v1
1908.03092 v1

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 2026-07-27T06:30:09.085275+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-20T12:33:15.289591Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T12:33:16.717762Z

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 6042b11d-efbc-4f7e-8793-a45f3ae77d70 · inbound

Federated Learning by Utility-Constrained Stochastic Aggregation for Improving Rational Participation cites this paper.

Federated Learning by Utility-Constrained Stochastic Aggregation for Improving Rational Participation Motivating Workers in Federated Learning: A Stackelberg Game Perspective

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-20T12:33:16.719453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-27T06:30:09.085275+00:00.

source=pdf_text observed=2026-05-20T12:33:15.289591Z digest=sha256:bff497e01f8c8f137906ec062eef2858248bd64b2876065179b33f5efc088b7f