Paper Citation Record · LEDGER

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization

As of 10 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2502.05286.

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

pith.paper-citation-record.v1
2502.05286 v2

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T19:58:36.417565Z

measured 44 of 44 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 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

44 of 44 outbound references displayed

verified exact1
verified fuzzy5
unresolved38
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

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Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization , " * write output.state after.block = add.period write newline

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32788bc7-de59-438c-a051-fdee41d9d5d8 · outbound

This paper cites write newline.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T19:58:35.423046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ddbf72f-f015-499a-b647-9a82e5687c51 · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T19:58:35.426912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0ffa989-7d39-4355-ae6b-66cb2478d431 · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:37.750630Z

Source-reported events for the cited work

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Observation 9ef6e148-4eb1-4930-8b1d-9d91fd61769b · outbound

This paper cites P.; and McElfresh, D.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization P.; and McElfresh, D

Reference 5

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Observation f2c57989-db30-48be-bf9a-b8b330dceef8 · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:37.729360Z

Source-reported events for the cited work

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Observation 469aada4-9c75-4d4a-88de-8ea981fc875c · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:37.718663Z

Source-reported events for the cited work

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Observation 1714765d-6231-439d-bb55-a0aa1dca92ef · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:37.708609Z

Source-reported events for the cited work

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Observation ffbe4871-33a7-48bf-9cec-403277b14129 · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:37.699457Z

Source-reported events for the cited work

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Observation c352e0b6-2dcc-498c-b7d7-b16494940d63 · outbound

This paper cites F.; Lee, K.; Choksi, M.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization F.; Lee, K.; Choksi, M

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:58:37.690504Z

Source-reported events for the cited work

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Observation bfe0bd3a-9ea6-4f36-924a-fb0e7fe9f026 · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:37.678958Z

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.

Observation 8d10890e-e1f9-4db2-8d1f-ca55f72962e0 · outbound

This paper cites Be Intentional About Fairness!: Fairness, Size, and Multiplicity in the Rashomon Set.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Be Intentional About Fairness!: Fairness, Size, and Multiplicity in the Rashomon Set

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-08T19:58:36.607092Z

Source-reported events for the cited work

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Observation 984884c2-9c03-4998-b706-a97a478b14a1 · outbound

This paper cites Towards A Rigorous Science of Interpretable Machine Learning.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Towards A Rigorous Science of Interpretable Machine Learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T19:58:35.458809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d563b033-ac89-4630-9bb5-38c778f22e07 · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:37.666118Z

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.

Observation 232aec5b-29fa-4372-8a14-68c705272e14 · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:37.543403Z

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.

Observation fd3ebb18-175a-4b11-adb2-caa6c0396a0f · outbound

This paper cites Enforcing Interpretability and its Statistical Impacts: Trade-offs between Accuracy and Interpretability.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Enforcing Interpretability and its Statistical Impacts: Trade-offs between Accuracy and Interpretability

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T19:58:35.700110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e9fce9e-f41e-4b0b-850c-7344fcc2e686 · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:37.465543Z

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.

Observation b37dce81-bdd4-4a07-a65e-b1a8221d6f81 · outbound

This paper cites A.; Moeller, J.; Scheidegger, C.; and Venkatasubramanian, S.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization A.; Moeller, J.; Scheidegger, C.; and Venkatasubramanian, S

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:58:37.372790Z

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.

Observation 78343dc8-d510-4c55-85ba-787fb164e3fd · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:37.363212Z

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.

Observation 9329e429-6600-4224-a383-e87522b5047c · outbound

This paper cites M.; Martins, P.; Schiffer, M.; Serra, T.; and Vidal, T.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization M.; Martins, P.; Schiffer, M.; Serra, T.; and Vidal, T

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:58:37.353750Z

Source-reported events for the cited work

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Observation af1b077e-6a6d-4f19-a0a7-0fa09dfe0095 · outbound

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Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:37.342922Z

Source-reported events for the cited work

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Observation 9d8cd524-83ea-412a-a28a-5b3da23f7c65 · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:37.331000Z

Source-reported events for the cited work

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Observation cbefedaa-a9b1-49bf-a188-be5d0ba35738 · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:37.319724Z

Source-reported events for the cited work

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Observation 528dd853-cc19-4fca-8f1d-cfe7274634d9 · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:37.309523Z

Source-reported events for the cited work

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Observation c48f5086-d59e-41d6-b5a6-0102b3cacc63 · outbound

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Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:37.298675Z

Source-reported events for the cited work

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Observation 5b12baad-8237-43ad-b3c8-e3f00dab6dfd · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:37.287622Z

Source-reported events for the cited work

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Observation 971a9594-c1f6-4552-aa5b-940652e4a262 · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:37.275832Z

Source-reported events for the cited work

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Observation a17fb91f-b5b6-4512-91c8-37d185248b3b · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:37.264978Z

Source-reported events for the cited work

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This paper cites Hiring Fairly in the Age of Algorithms.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Hiring Fairly in the Age of Algorithms

Reference 29

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Source-reported events for the cited work

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Observation 88f740c6-08e4-47cd-8ebf-c8fe4cc65920 · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:37.227552Z

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Observation db2ea3ad-ca7a-4866-b83e-d1e0ec0ce83b · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 31

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Source-reported events for the cited work

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Observation ac75039a-87a1-4bb5-9569-ed11b8739325 · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 32

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Observation c631c41b-1b95-41f7-b0da-30833a5e0df8 · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 33

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad6e8cb5-2b1b-46f7-8a4d-3ff4e9b6128c · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:36.743169Z

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.

Observation eebdae5e-0d19-4898-b19d-777d69774aca · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:36.732347Z

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.

Observation 8de7e3ed-96f2-4276-9c67-bf7d8761ec3d · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 36

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Source-reported events for the cited work

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Observation 3b7c2520-cb4d-436a-a92b-a3e8a986e168 · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:36.711465Z

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Observation 718e1380-1dc1-4a6e-9b32-a809a934fc42 · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:36.701553Z

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Observation c2ac0b1c-3520-4fe5-b302-c11ff21dfc13 · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:36.690322Z

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.

Observation ac60ca6e-1863-4823-ada7-2c605b896e92 · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:36.679306Z

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.

Observation 0d009081-e61e-4d9a-aff0-8612e62f2e18 · outbound

This paper cites C.; and Ustun, B.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization C.; and Ustun, B

Reference 41

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Source-reported events for the cited work

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Observation afad1e66-cb3c-467d-b919-38ede8f30f1a · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:36.658685Z

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.

Observation cd665f30-6763-4a73-9a6e-dc5d199ca897 · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:58:36.647004Z

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.

Observation d77d8fde-39db-4f1b-b9f1-e14db9f4f627 · outbound

This paper cites an unresolved cited work.

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization Unresolved cited work

Reference 44

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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.

Pith citing papers

No inbound Pith citation observations are available.