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Paper Citation Record · LEDGER

Decision-centric fairness: Evaluation and optimization for resource allocation problems

As of 19 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2504.20642.

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

pith.paper-citation-record.v1
2504.20642 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:30:15.577379Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

13 of 13 outbound references displayed

  • verified exact0
  • verified fuzzy4
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e8d5a3e1-1ce0-44aa-b432-4e2886d9cc3e · outbound

This paper cites The Unbearable Weight of Massive Privilege: Revisiting Bias-Variance Trade-Offs in the Context of Fair Prediction.

Decision-centric fairness: Evaluation and optimization for resource allocation problems The Unbearable Weight of Massive Privilege: Revisiting Bias-Variance Trade-Offs in the Context of Fair Prediction

Reference 8

Resolution
metadata mismatch
local_arxiv, observed 2026-08-16T05:30:15.672561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:30:15.549514Z digest=sha256:3402c2ec4e8897eae4ff45635fdedbe5bc5dbf5900b4434ba16708668b70a3f1

Observation a8ca3650-e9da-4c6d-91ae-018930441b06 · outbound

This paper cites Inherent Trade-Offs in the Fair Determination of Risk Scores.

Decision-centric fairness: Evaluation and optimization for resource allocation problems Inherent Trade-Offs in the Fair Determination of Risk Scores

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-16T05:30:15.560185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:30:15.560185Z digest=sha256:b621943d8df9c85c0ae73d8eba9b081d0d3c96f111a5b1780a984d4da62244f0

Observation b7ef6cc4-7e1e-477b-b69f-9d48a24a7d16 · outbound

This paper cites Mazijn, C., Prunkl, C., Algaba, A., Danckaert, J., Ginis, V .,.

Decision-centric fairness: Evaluation and optimization for resource allocation problems Mazijn, C., Prunkl, C., Algaba, A., Danckaert, J., Ginis, V .,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:30:15.767846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:30:15.566051Z digest=sha256:7372653480b5712c5ad0669d99a44b317cd0283b49efcaf9d33bae81b3b68a31

Observation c96cca26-9271-4977-9a51-05887e4122cd · outbound

This paper cites Achieving Group Fairness through Independence in Predictive Process Monitoring.

Decision-centric fairness: Evaluation and optimization for resource allocation problems Achieving Group Fairness through Independence in Predictive Process Monitoring

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-16T05:30:15.571193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:30:15.571193Z digest=sha256:498899a57340d04c7f5d8a4bd5c4356a230fc976fcc3379aa0281ed7572b7391

Observation dce2d553-1378-4fb2-92bb-7849d08534ed · outbound

This paper cites Official Journal of the European 20 Decision-centric fairness: Evaluation and optimization for resource allocation problems A Preprint Union C11, 1–11.

Decision-centric fairness: Evaluation and optimization for resource allocation problems Official Journal of the European 20 Decision-centric fairness: Evaluation and optimization for resource allocation problems A Preprint Union C11, 1–11

Reference 2012

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:30:15.822628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:30:15.516393Z digest=sha256:d7d4fa9059a0807e50126d3bd2d86aa953ec6f691e9354a42a3a5fd4f2e3858c

Observation 77a0bc81-a257-4899-a519-98f83790d944 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Decision-centric fairness: Evaluation and optimization for resource allocation problems Adam: A Method for Stochastic Optimization

Reference 2014

Resolution
unresolved
no resolver link, observed 2026-08-16T05:30:15.554774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:30:15.554774Z digest=sha256:7a2f550da5cf1e4165474f3d3e77907d5507e21154d8f8de6958d1d6897d5f5e

Observation 09679ffe-5153-4d29-bd57-e0a77f890365 · outbound

This paper cites On the (im)possibility of fairness.

Decision-centric fairness: Evaluation and optimization for resource allocation problems On the (im)possibility of fairness

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-16T05:30:15.526813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:30:15.526813Z digest=sha256:2d06b639b99ec0bba7a8a47aa01877066dfaeb6ee40c4b235862f4cf18172b51

Observation 4bffa310-1435-4eb4-ad33-da9c7ab13735 · outbound

This paper cites an unresolved cited work.

Decision-centric fairness: Evaluation and optimization for resource allocation problems Unresolved cited work

Reference 2019

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:30:15.839810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:30:15.510390Z digest=sha256:d9a6693b5f2e02cb600095401b2e07884a3f5fb5b9ae389f59dc41e82822d201

Observation 160121a0-085b-4604-aad0-60209f2241fe · outbound

This paper cites an unresolved cited work.

Decision-centric fairness: Evaluation and optimization for resource allocation problems Unresolved cited work

Reference 2021

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:30:15.804330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:30:15.521676Z digest=sha256:3f82e3ccc20cd8a0728fede613ab64585c91b70982c63de2bff41aa26f2e0979

Observation cb2713c8-e821-4b53-9131-418acc0c7f35 · outbound

This paper cites arXiv 2022, 2202–08536.

Decision-centric fairness: Evaluation and optimization for resource allocation problems arXiv 2022, 2202–08536

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:30:15.750273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:30:15.577379Z digest=sha256:533a428d7a976364c91982a598404e688b8daa797b86b9cb8bcebb2eae501815

Observation 01187158-60b9-4678-b484-6d434753111c · outbound

This paper cites An Epistemic and Aleatoric Decomposition of Arbitrariness to Constrain the Set of Good Models.

Decision-centric fairness: Evaluation and optimization for resource allocation problems An Epistemic and Aleatoric Decomposition of Arbitrariness to Constrain the Set of Good Models

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-16T05:30:15.543391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:30:15.543391Z digest=sha256:f68af1c252f76cfaf9339d591b29a2ab5e550de66ac99ca17ac3a57ee119ac4e

Observation d2ff2fbc-1fa6-4504-95ab-9efbefd0add0 · outbound

This paper cites Goethals, S., Calders, T.,.

Decision-centric fairness: Evaluation and optimization for resource allocation problems Goethals, S., Calders, T.,

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:30:15.785874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:30:15.532750Z digest=sha256:c92314f9839eaf0b0fd825a7dce6a6699ebb3dd5d5eec31aea5ca17517304fe3

Observation dd491064-ffe2-4d4d-b4c2-a3b63fc9d90b · outbound

This paper cites Engineering the Law-Machine Learning Translation Problem: Developing Legally Aligned Models.

Decision-centric fairness: Evaluation and optimization for resource allocation problems Engineering the Law-Machine Learning Translation Problem: Developing Legally Aligned Models

Reference 2025

Resolution
metadata mismatch
local_arxiv, observed 2026-08-16T05:30:15.714590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:30:15.537917Z digest=sha256:91f8696ee8726b229ae7b1b4da83ad0bf154c14b87e4064d625a19cb0d70bbd0

Pith citing papers

No inbound Pith citation observations are available.