Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T01:01:43.972672Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2508.03940.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T01:01:43.972672Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
57 of 57 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 0b2e0885-5b2f-4087-891b-91811a55f653 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 1
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.
Observation a046262d-9d56-4ef8-9fd5-f0e1c23884d4 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport It's COMPASlicated: The Messy Relationship between RAI Datasets and Algorithmic Fairness Benchmarks
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92a66a8a-31ab-4bdc-a328-02a7ff7eb6e0 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 3
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.
Observation 16a1da5f-143e-4c8e-9e00-185f57b797c1 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 4
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.
Observation e3df098e-024c-42aa-9ed3-5290ac06bad7 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport M.; Fieguth, P
Reference 5
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.
Observation 55a2a812-b1ab-46a7-9b47-18f8c996eccf · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 6
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.
Observation 98b7a4d3-17c1-4362-83be-d3b37aa45d26 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport K.; and Omberg, L
Reference 7
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.
Observation ad3ba02f-3650-4e7f-88c5-935d290e896b · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5445333c-c312-40ac-bc53-0f890e2c8c05 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 9
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.
Observation a700e0c1-704f-4e1d-a6fc-0db2e7c67d29 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 10
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.
Observation a69dc956-c29f-486a-a513-76e55ca22c24 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport E.; and Pepe, M
Reference 11
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.
Observation a928d16e-523e-4ef9-9d37-fc2afdba921f · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 12
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.
Observation 94befe88-c000-460a-87a3-3dc84f22465c · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport A.; Neville, S.; Scheidegger, C.; and Venkatasubramanian, S
Reference 13
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.
Observation 7aad1b06-0592-45a9-87be-bcf66601f70e · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Fairness for AUC via Feature Augmentation
Reference 14
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.
Observation c676ad40-4c3e-4558-9154-23fc85a9f41f · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 15
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.
Observation 128d63a5-3155-479f-959a-00b0378f6332 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport K.; Balch, T.; and Veloso, M
Reference 16
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.
Observation db8c4c41-59b3-4f90-b6a2-7fdc8c9b7d72 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 17
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.
Observation 53a4be15-68aa-407e-b767-15b130460e26 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 18
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.
Observation 657581b3-e1d4-4ad7-87f7-e59e65c2a4e7 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 19
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.
Observation 8395fc2f-4cfd-47d7-9b12-ba666f97682e · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 20
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.
Observation b35d7b4c-5ce4-4fec-9a92-5efea6a7f6f4 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 21
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.
Observation d04066f2-b355-469f-8531-6c05a58222f9 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 22
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.
Observation 62b90f53-7bc2-4368-8ad7-d7a53bfe2bf6 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 23
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.
Observation f01b93b3-381e-443d-a925-3b150d079deb · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Inherent Trade-Offs in the Fair Determination of Risk Scores
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab82f26f-158b-42e6-ab60-137c6d44ec9d · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 25
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.
Observation 82a8746e-3670-4b72-9b89-c1488233b022 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 26
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.
Observation 0d037ae8-5525-471c-9ad2-acc7ef01c10e · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 27
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.
Observation b4ea1154-d2a4-4b57-9082-4885ac4e71df · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport D.; Green, J
Reference 28
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.
Observation 73683436-7ebb-416e-9215-87a32fea8153 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 29
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.
Observation c3e73b6a-dc8b-4e76-bf69-3f37f3f61eaf · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 30
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.
Observation be1d9d70-bdf7-4937-936f-746914acd1ea · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 31
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.
Observation 3c8b78c0-bfee-4ef1-b32b-b4d23ae955dc · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 32
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.
Observation b0944372-bb63-46d3-882d-a0b626e160c7 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 33
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.
Observation 5a466d1f-14cf-492a-ace5-1f9f9ff3066f · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 34
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.
Observation 784b9181-12d1-4a5e-86f6-55a9b42c4a51 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport D.; Corrado, G.; and Chin, M
Reference 35
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.
Observation bd83cfcd-51ad-4bab-876a-54e86fa00e85 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 36
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.
Observation 56e7a742-3087-4260-9c81-4b55196c0d46 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 37
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.
Observation 51223c9f-0235-4f82-9967-923592515446 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Large-Scale Optimal Transport and Mapping Estimation
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ac2da3a-b81e-43ef-8a07-6d2043591a77 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 39
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.
Observation 59e3ec3b-6ffe-4d07-aba2-d6868ec9bb70 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 40
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.
Observation 00fe9da0-b135-4335-af61-2bab08df302d · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 41
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.
Observation fee80170-b016-49cc-a9a0-ded9d2aa0212 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 42
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.
Observation 0d166722-a7e6-47fb-8fc7-0c88deaa924a · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 43
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.
Observation eaed1726-cd78-4122-9058-25c0902ec512 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 44
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.
Observation 0367c198-c31c-4c26-a55e-177070c6957d · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 45
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.
Observation b158eae4-bd62-48b7-b9aa-9060863501af · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 46
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.
Observation 05d8c753-9b07-4b18-b658-ac7664cee750 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Algorithmic Foundations of Empirical X-risk Minimization
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a32e455-ae50-4a16-bd8f-6e1b03cd5d18 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport L.; Varshney, K
Reference 48
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.
Observation b05d82e3-28bc-414d-908b-b3b374d4b70c · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 49
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.
Observation 0fdf4c2c-14d6-4f80-968f-70397d879cf2 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 50
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.
Observation 3e73eb6a-3e26-466b-bba6-d30d24567436 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 51
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.
Observation 9f39e98f-6fc7-44d8-b89d-c4366d99755a · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 52
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.
Observation f0de15f4-9d9f-4709-99c7-0471d0226839 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 53
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.
Observation a35e4c24-ecea-46c8-922b-1b4f0b236cd9 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 54
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.
Observation e02f7ebc-32ec-4a9d-9628-de4834653c53 · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport Unresolved cited work
Reference 55
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.
Observation f05e4cbb-4390-4499-a862-aa6b6a1759ef · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport , " * write output.state after.block = add.period write newline
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8541ac7-5d0c-49ce-a940-5f4ff3127fde · outbound
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport write newline
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.