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Paper Citation Record · LEDGER

Bayes-Optimal Fair Classification with Linear Disparity Constraints via Pre-, In-, and Post-processing

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2402.02817.

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

pith.paper-citation-record.v1
2402.02817 v3

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 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:07:04.960335Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-28T19:52:35.625975Z

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 92a6aa10-cfc7-4cf8-9965-bd57c6c9e7dd · inbound

Group Fairness Meets the Black Box: Enabling Fair Algorithms on Closed LLMs via Post-Processing cites this paper.

Group Fairness Meets the Black Box: Enabling Fair Algorithms on Closed LLMs via Post-Processing Bayes-Optimal Fair Classification with Linear Disparity Constraints via Pre-, In-, and Post-processing

Reference 2013

Resolution
unresolved
no resolver link, observed 2026-08-05T20:07:04.960335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:07:04.960335Z digest=sha256:def2a9bfb062096b25ef5a8b2b6ba28e60f90fbb2e94879d654fea62d5783be9

Observation a9c559e9-920e-4699-93b8-d5d5b9cdc4ac · inbound

Demystifying the Optimal Fair Classifier in Multi-Class Classification cites this paper.

Demystifying the Optimal Fair Classifier in Multi-Class Classification Bayes-Optimal Fair Classification with Linear Disparity Constraints via Pre-, In-, and Post-processing

Reference 218

Resolution
verified exact
arxiv_id, observed 2026-06-28T19:52:35.627474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-28T18:49:29.377237Z digest=sha256:5e917bf60781af6453cd0336f66b339f33462a99e80bf6dd5f38725e1aa326db