Paper Citation Record · LEDGER

Motivating Workers in Federated Learning: A Stackelberg Game Perspective

As of 19 August 2026, this Paper Citation Record lists 11 of 11 outbound references and 2 inbound Pith citation observations 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 11 of 11 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T14:56:46.492936Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:25:19.961303Z

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

11 of 11 outbound references displayed

verified exact3
verified fuzzy6
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c2124074-ca45-4f61-a845-51eff180dbff · outbound

This paper cites Communication-efﬁcient learning of deep networks fr om decentralized data,.

Motivating Workers in Federated Learning: A Stackelberg Game Perspective Communication-efﬁcient learning of deep networks fr om decentralized data,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:46.728337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fb6f46da-a5fc-4a1c-93da-f4be8fb862df · outbound

This paper cites Gradien t coding: avoiding stragglers in distributed learning,.

Motivating Workers in Federated Learning: A Stackelberg Game Perspective Gradien t coding: avoiding stragglers in distributed learning,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:46.710905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 85ae3f8d-18d8-4932-9c06-0871d2aea538 · outbound

This paper cites Speeding up distributed machine learning usin g codes,.

Motivating Workers in Federated Learning: A Stackelberg Game Perspective Speeding up distributed machine learning usin g codes,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:46.693466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 00aaf952-0a31-45dd-972e-1759c9ae2cd5 · outbound

This paper cites Straggler mit igation in distributed optimization through data encoding ,.

Motivating Workers in Federated Learning: A Stackelberg Game Perspective Straggler mit igation in distributed optimization through data encoding ,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:46.675812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 36864f91-b5b4-42a9-85d4-6db484aaf817 · outbound

This paper cites Addressing the straggler pro blem for iterative convergent parallel ml,.

Motivating Workers in Federated Learning: A Stackelberg Game Perspective Addressing the straggler pro blem for iterative convergent parallel ml,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:46.657700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1d8f59a9-5e8f-4502-a119-b08540a59e27 · outbound

This paper cites Heterogeneous Coded Computation across Heterogeneous Workers.

Motivating Workers in Federated Learning: A Stackelberg Game Perspective Heterogeneous Coded Computation across Heterogeneous Workers

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-14T14:56:46.623584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5997a612-f9a4-4f43-8cea-e683c8f2cb9d · outbound

This paper cites Adaptive Task Allocation for Mobile Edge Learning.

Motivating Workers in Federated Learning: A Stackelberg Game Perspective Adaptive Task Allocation for Mobile Edge Learning

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-14T14:56:46.600322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dbb898ab-bdd3-446b-a2f4-cd88c75ef401 · outbound

This paper cites Joint Service Pricing and Cooperative Relay Communication for Federated Learning.

Motivating Workers in Federated Learning: A Stackelberg Game Perspective Joint Service Pricing and Cooperative Relay Communication for Federated Learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-14T14:56:46.477910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2910d34b-e1d3-40dd-aa0f-6c2e99db0dd8 · outbound

This paper cites Slow and Stale Gradients Can Win the Race: Error-Runtime Trade-offs in Distributed SGD.

Motivating Workers in Federated Learning: A Stackelberg Game Perspective Slow and Stale Gradients Can Win the Race: Error-Runtime Trade-offs in Distributed SGD

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-14T14:56:46.560196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1cb897cf-9d76-4da5-b52f-2dff57a2b2b5 · outbound

This paper cites Notes on the sum and maximum of independent exponentially distributed random variables with different scale parameters.

Motivating Workers in Federated Learning: A Stackelberg Game Perspective Notes on the sum and maximum of independent exponentially distributed random variables with different scale parameters

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-14T14:56:46.487705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5e17043-d1b6-4488-a665-0eaf72713fe3 · outbound

This paper cites Energy-latency tradeoff for energy-aware o fﬂoading in mobile edge computing networks,.

Motivating Workers in Federated Learning: A Stackelberg Game Perspective Energy-latency tradeoff for energy-aware o fﬂoading in mobile edge computing networks,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:46.640773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation ebd1b27d-c076-4d21-a4a8-0d9246a1b325 · inbound

Strategic Incentivization for Locally Differentially Private Federated Learning cites this paper.

Strategic Incentivization for Locally Differentially Private Federated Learning Motivating Workers in Federated Learning: A Stackelberg Game Perspective

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T22:25:19.961303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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 2026-08-19T06:32:44.657259+00:00.