Paper Citation Record · LEDGER

Integrating Personalized Federated Learning with Control Systems for Enhanced Performance

As of 14 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2501.15728.

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

pith.paper-citation-record.v1
2501.15728 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T14:02:42.157412Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

13 of 13 outbound references displayed

verified exact0
verified fuzzy0
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 44f4ab4d-3ce6-4db0-90f7-7dc034bb452b · outbound

This paper cites Numerical Analysis of a Bimetallic-Based Surface Plasmon Resonance Biosensor for Cancer Detection,.

Integrating Personalized Federated Learning with Control Systems for Enhanced Performance Numerical Analysis of a Bimetallic-Based Surface Plasmon Resonance Biosensor for Cancer Detection,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T14:02:42.083174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48bac665-cad3-49f0-b8b0-3084dfd4dbcd · outbound

This paper cites A study of permission-based malware detection using machine learning,.

Integrating Personalized Federated Learning with Control Systems for Enhanced Performance A study of permission-based malware detection using machine learning,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T14:02:42.090701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1bb84a7-840b-4e9b-9ef0-44abf330e5c2 · outbound

This paper cites Multimodal Federated Learning with Model Personalization,.

Integrating Personalized Federated Learning with Control Systems for Enhanced Performance Multimodal Federated Learning with Model Personalization,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T14:02:42.098252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 730b13a0-5889-4b40-a697-9672dea11e92 · outbound

This paper cites Electrical Load Forecasting in Smart Grid: A Personalized Federated Learning Approach.

Integrating Personalized Federated Learning with Control Systems for Enhanced Performance Electrical Load Forecasting in Smart Grid: A Personalized Federated Learning Approach

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T14:02:42.103954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27181a61-d645-45fc-a061-a6ef09557ff8 · outbound

This paper cites Improved modulation recognition using personalized federated learning,.

Integrating Personalized Federated Learning with Control Systems for Enhanced Performance Improved modulation recognition using personalized federated learning,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T14:02:42.109687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a748f7d-727a-4e53-acef-0ce40f6926ed · outbound

This paper cites Federated multi-task learning,.

Integrating Personalized Federated Learning with Control Systems for Enhanced Performance Federated multi-task learning,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T14:02:42.115326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a278003a-875d-42e3-8ea1-ad78ef26fdba · outbound

This paper cites Federated Learning of a Mixture of Global and Local Models.

Integrating Personalized Federated Learning with Control Systems for Enhanced Performance Federated Learning of a Mixture of Global and Local Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T14:02:42.123022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f736b061-56c8-4f23-ae46-d9f9a08b006f · outbound

This paper cites Multi-Source Cross-Lingual Model Transfer: Learning What to Share.

Integrating Personalized Federated Learning with Control Systems for Enhanced Performance Multi-Source Cross-Lingual Model Transfer: Learning What to Share

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T14:02:42.128481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f062b088-f94a-4531-8ae3-d6b76abe44e2 · outbound

This paper cites A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection,.

Integrating Personalized Federated Learning with Control Systems for Enhanced Performance A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T14:02:42.134255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f096f980-5724-4372-990a-962a732293ac · outbound

This paper cites Communication-Efficient Learning of Deep Networks from Decentralized Data.

Integrating Personalized Federated Learning with Control Systems for Enhanced Performance Communication-Efficient Learning of Deep Networks from Decentralized Data

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T14:02:42.139631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be08fae3-ea94-46b1-b27c-e373ab541830 · outbound

This paper cites Survey of Personalized Federated Learning: A Taxonomical and Critical Review,.

Integrating Personalized Federated Learning with Control Systems for Enhanced Performance Survey of Personalized Federated Learning: A Taxonomical and Critical Review,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T14:02:42.145659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c17f133-37a4-451a-860e-c0d8dfca226b · outbound

This paper cites Murray, Feedback Systems: An Introduction for Scientists and Engineers , Princeton University Press, 2010.

Integrating Personalized Federated Learning with Control Systems for Enhanced Performance Murray, Feedback Systems: An Introduction for Scientists and Engineers , Princeton University Press, 2010

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T14:02:42.151377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be3c2f69-8461-477f-b778-bf197f54c853 · outbound

This paper cites Convergence of federated learning upon limited communication,.

Integrating Personalized Federated Learning with Control Systems for Enhanced Performance Convergence of federated learning upon limited communication,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T14:02:42.157412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.