Paper Citation Record · LEDGER

Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning

As of 14 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 1 inbound Pith citation observation for arXiv:2502.08024.

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

pith.paper-citation-record.v1
2502.08024 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T11:12:38.652266Z

measured 19 of 19 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:57:25.115048Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T11:57:26.058572Z

Reference resolution

18 of 18 outbound references displayed

verified exact0
verified fuzzy5
unresolved12
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 67fdbde0-3f06-4657-9dba-460f541d2c92 · outbound

This paper cites an unresolved cited work.

Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:12:38.876885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ad7599cd-9a61-4d21-b8d1-af9a0318bc8f · outbound

This paper cites an unresolved cited work.

Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:12:38.864749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5cd64e05-6d3c-43c0-b884-3e63161e02d2 · outbound

This paper cites Proof of 1.

Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning Proof of 1

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:12:38.852441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fb70dc5b-d6e4-4253-b653-b6bd9ded31c0 · outbound

This paper cites Here we take κ = 5 and C1 = 6.75.

Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning Here we take κ = 5 and C1 = 6.75

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:12:38.803023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3b0e6bad-ff78-432e-ac26-82245f275f54 · outbound

This paper cites an unresolved cited work.

Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:12:38.840341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 25c38cfb-1ee1-4cd0-923c-80c28fcda81b · outbound

This paper cites an unresolved cited work.

Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:12:38.828797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 080f3b61-fe16-4fc5-a818-d68db7e12a66 · outbound

This paper cites an unresolved cited work.

Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:12:38.816075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation be48e451-8312-4cb4-80a7-2ca622c73e1e · outbound

This paper cites Here we take κ = 5 and C1 = 6.75.

Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning Here we take κ = 5 and C1 = 6.75

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:12:38.791258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8bfd3942-adbf-4509-b743-f18b06c2ebd1 · outbound

This paper cites an unresolved cited work.

Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:12:38.778493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 70850990-5a7e-472f-8851-1f2496ab3538 · outbound

This paper cites 44 Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning.

Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning 44 Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:12:38.765738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d909e8b7-1945-402b-9e65-1f014e3b7019 · outbound

This paper cites an unresolved cited work.

Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:12:38.753248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c7f7f65d-fddd-4b78-a251-4b5ae817a1fb · outbound

This paper cites an unresolved cited work.

Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:12:38.741944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c010de9c-bb56-4878-a227-95b9a889f3e5 · outbound

This paper cites an unresolved cited work.

Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:12:38.730039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e5cdc53a-26f8-428b-a6a3-16ad5043afac · outbound

This paper cites What Do We Mean by Generalization in Federated Learning?.

Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning What Do We Mean by Generalization in Federated Learning?

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-08T11:12:38.580135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5deaa266-b260-4021-9a2c-025054a21dcb · outbound

This paper cites The Pile: An 800GB Dataset of Diverse Text for Language Modeling.

Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning The Pile: An 800GB Dataset of Diverse Text for Language Modeling

Reference 2006

Resolution: unresolved; no resolver link, observed 2026-08-08T11:12:38.564056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62051abd-9a4f-46f7-9f92-64c04f85e61f · outbound

This paper cites Network In Network.

Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning Network In Network

Reference 2009

Resolution: unresolved; no resolver link, observed 2026-08-08T11:12:38.575075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ce218f2-244a-4128-b40d-3f3f41c66c57 · outbound

This paper cites PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs.

Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs

Reference 2010

Resolution: malformed identifier; local_arxiv, observed 2026-08-08T11:12:38.705883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6e8eeb5b-01b3-475e-aaa5-f3c278ae2e28 · outbound

This paper cites (Huang et al., 2021) study the generalization of FedAvg on wide two-layer ReLU networks with homogeneous data.

Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning (Huang et al., 2021) study the generalization of FedAvg on wide two-layer ReLU networks with homogeneous data

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:12:38.889744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation 4baa8cb7-e211-42a6-80d4-85fdd103b64d · inbound

FedRPCA: Enhancing Federated LoRA Aggregation Using Robust PCA cites this paper.

FedRPCA: Enhancing Federated LoRA Aggregation Using Robust PCA Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:57:26.063785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.