Pith. sign in

Paper Citation Record · LEDGER

Fake It Till Make It: Federated Learning with Consensus-Oriented Generation

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2312.05966.

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

pith.paper-citation-record.v1
2312.05966 v1

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 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:48:47.074137Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T22:49:42.364475Z

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 30d06cd4-5382-4e1c-a871-ad23496ec985 · inbound

Robust Federated Learning against Noisy Clients via Masked Optimization cites this paper.

Robust Federated Learning against Noisy Clients via Masked Optimization Fake It Till Make It: Federated Learning with Consensus-Oriented Generation

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:47.074137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:47.074137Z digest=sha256:f3d828f300471a33f9c76e9d77e61f1706739f6979390f720a9f7ea196494c40

Observation 79b22e14-a537-4c5e-983c-627480f45283 · inbound

Efficient Federated Learning with Encrypted Data Sharing for Data-Heterogeneous Edge Devices cites this paper.

Efficient Federated Learning with Encrypted Data Sharing for Data-Heterogeneous Edge Devices Fake It Till Make It: Federated Learning with Consensus-Oriented Generation

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-08-06T22:49:42.371210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T22:49:42.276623Z digest=sha256:24769b4f180936201fc772e4e1b02688a7b963aaf071945cd2df27cded1d2749