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Paper Citation Record · LEDGER

Deep Fair Learning: A Unified Framework for Fine-tuning Representations with Sufficient Networks

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2504.06470.

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

pith.paper-citation-record.v1
2504.06470 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-19T13:22:52.471858Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T13:23:05.586618Z

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 f52bf255-8d2f-4697-8204-36a2a66e568b · inbound

Position: Adopt Constraints Over Fixed Penalties in Deep Learning cites this paper.

Position: Adopt Constraints Over Fixed Penalties in Deep Learning Deep Fair Learning: A Unified Framework for Fine-tuning Representations with Sufficient Networks

Reference 61

Resolution
verified exact
arxiv_id, observed 2026-05-19T13:23:05.590751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-19T13:22:52.471858Z digest=sha256:335bb2f33b9f6dd2aff9a2de2c12ec7a04d6adc08c3d4f85a9f2af223446eb5c