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Paper Citation Record · LEDGER

Vertical Federated Learning in Practice: The Good, the Bad, and the Ugly

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2502.08160.

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

pith.paper-citation-record.v1
2502.08160 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 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T10:45:23.714132Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T15:47:10.900021Z

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 316c6fcf-a697-4281-9e3f-dbb538662486 · inbound

Networked Information Aggregation for Binary Classification cites this paper.

Networked Information Aggregation for Binary Classification Vertical Federated Learning in Practice: The Good, the Bad, and the Ugly

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-11T15:47:10.991256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-09T19:14:18.499897Z digest=sha256:71603efac2bbcd38d10fc13f5442b9c957da23e4a271b83d594bdf8dcf2442b2

Observation 87be7090-6101-4ddd-ad7f-85ecf8d65542 · inbound

Autonomous Collaborative Learning Among an Ensemble of Tsetlin Machines with Consensus-Based Inference cites this paper.

Autonomous Collaborative Learning Among an Ensemble of Tsetlin Machines with Consensus-Based Inference Vertical Federated Learning in Practice: The Good, the Bad, and the Ugly

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-01T10:45:23.714132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T10:45:23.714132Z digest=sha256:8856c83224c98782d1ef457748bd337402b0dd629b52b6c4c4d62dbb9749d208