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Paper Citation Record · LEDGER

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching

As of 23 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2504.17066.

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

pith.paper-citation-record.v1
2504.17066 v2

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:55:05.066927Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

66 of 66 outbound references displayed

  • verified exact3
  • verified fuzzy25
  • unresolved38
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 406cc4f2-9fe6-4cfa-9874-f8a7e105c18c · outbound

This paper cites Software Engineering for Fairness: A Case Study with Hyperparameter Optimization.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Software Engineering for Fairness: A Case Study with Hyperparameter Optimization

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:04.799858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:04.799858Z digest=sha256:93503d6bd61cf81e3b669c4e8c4d33ff8d5465cf37772fa8e67cb72ed69d627b

Observation d1b5bce5-9bda-441a-ace5-e548b4c9b230 · outbound

This paper cites Chakraborty, S.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Chakraborty, S

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:04.804986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:04.804986Z digest=sha256:4f30caa9747334cbd059a4269af7917f4047e1e8b6f79c1069b6d5b558471b8e

Observation d730035e-a30e-4a4c-b709-8fc6bd9c6a6e · outbound

This paper cites an unresolved cited work.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:06.559860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.809710Z digest=sha256:c72952aa9c7f2ad185d5022380f4e4781b2039e0dbd08c5aa486e8d8b02f242c

Observation 9f27f90a-2a91-4fd8-8c9b-ccd6ac94459e · outbound

This paper cites an unresolved cited work.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:06.547618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.814625Z digest=sha256:3c3c74da594610b11b86ec6c38587699d12f4208774f70ee85ac85aa01802097

Observation 374006aa-1969-497d-b24c-c65ee4c8c607 · outbound

This paper cites an unresolved cited work.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:06.534690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.818834Z digest=sha256:98c2d9ff4bb95330768a9e8b93e050dd59df7db51fc84cd1b922b980869bafb3

Observation 53a299e7-0c63-4ecf-b226-5aebb4b32a7e · outbound

This paper cites an unresolved cited work.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:06.521222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.822687Z digest=sha256:790260f737ee3adf17d04019971ee7b870fc7a3b53277ca5c3bd8b95dbed1dc1

Observation 4346a823-f29a-4859-b843-61438c8adfb8 · outbound

This paper cites URL http://mlr.cs.umass.edu/ml/datasets/Adult.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching URL http://mlr.cs.umass.edu/ml/datasets/Adult

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:55:06.508643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.827369Z digest=sha256:717b1bf30e024353a517c3b5f68490a5d5a19dd6fd1cbdef3b99ae292f65337b

Observation 3599e67d-b4bf-4b57-872c-49f1ac286850 · outbound

This paper cites URL https://github.com/propublica/compas-analysis.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching URL https://github.com/propublica/compas-analysis

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:55:06.496240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.831377Z digest=sha256:2b65e5d41be61e0327ecd8a64d047cce8ade1007103803b41436b42fd6c98dc0

Observation bb46d133-1b99-4e1e-8fe2-f2d4192ab058 · outbound

This paper cites Buolamwini, T.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Buolamwini, T

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:55:06.482491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.835059Z digest=sha256:3a8b96367b44645ff99edffbd4ca1106a30958fb0dba8b6c06f5e4631a8cdcc0

Observation f14471fa-4bb2-4e51-af67-1d9467be920b · outbound

This paper cites Garvie, The perpetual line-up: Unregulated police face recognition in America, Georgetown Law, Center on Privacy & Technology, 2016.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Garvie, The perpetual line-up: Unregulated police face recognition in America, Georgetown Law, Center on Privacy & Technology, 2016

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:55:06.468158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.838917Z digest=sha256:6a9cc3f665165fb04328d41af94e5b7c83dc33b0ca808dfa624cced32eaa708f

Observation 4bd00c6c-bcd0-4863-a893-496df6213592 · outbound

This paper cites Caliskan, J.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Caliskan, J

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:55:06.454611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.843010Z digest=sha256:c24c01d3e719667a7da18e754d702b8ec4cfa14721518a3e4db46d190b9a34b5

Observation 7bb16df6-74bf-4a9e-bed7-b477580b62df · outbound

This paper cites Rudin, Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead, Nature Machine In- telligence 1 (5) (2019) 206–215.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Rudin, Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead, Nature Machine In- telligence 1 (5) (2019) 206–215

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:04.847637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:04.847637Z digest=sha256:944b45225b1e316eb55227f5c3c981d91bb2fce6e0dc7d3111ad9aed17e63b74

Observation 65e2bc24-56ae-41ee-8334-3d7da33a09da · outbound

This paper cites an unresolved cited work.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:06.441211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.851827Z digest=sha256:d7977a09721985db2efb2e46ca207860aa7563cc2dd782aa48ae605a4812945e

Observation 45101ec2-7bb0-4728-909e-409390ccb078 · outbound

This paper cites Johnson, T.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Johnson, T

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:55:06.428231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.855708Z digest=sha256:c669fd28875a4f8663d4bc0a9bcdd0f9a62497b456f21c472e379a1c21c158b3

Observation e7ca9381-49e6-46d5-ba4a-c9d7ecfaaf63 · outbound

This paper cites Majumder, J.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Majumder, J

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:04.859536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:04.859536Z digest=sha256:72d3aa60d3626909f850960e298c8934c4c4161443064e08ad66b9c9a8290124

Observation d4b906c4-3b8c-403c-91f8-34aad23e78d6 · outbound

This paper cites URL https://archive.ics.uci.edu/ml/datasets/Statlog+ (German+Credit+Data).

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching URL https://archive.ics.uci.edu/ml/datasets/Statlog+ (German+Credit+Data)

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:55:06.414893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.863768Z digest=sha256:dcdd3a5c5ccc79e29f7c8402819aa14af94cce895b04505cc2ccbc68bcfef50d

Observation b59cb49b-cfc6-4c8c-8d02-d67881e9f6c6 · outbound

This paper cites URL https://www.kaggle.com/c/bank-marketing-uci.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching URL https://www.kaggle.com/c/bank-marketing-uci

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:55:06.400742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.867526Z digest=sha256:5ae1eb42edef85b4170a02eeb3bc0558172da5ef9eaf118c3922829f6b1796e4

Observation 0fcd6820-be60-4725-b3e7-d7088b1f6ef0 · outbound

This paper cites URL https://archive.ics.uci.edu/ml/datasets/Heart+Disease.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching URL https://archive.ics.uci.edu/ml/datasets/Heart+Disease

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:55:06.383534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.871339Z digest=sha256:b2c2f479c972bc82c2203b414d4a36ef428cfed255bebb4a1f283f2dfe7b50dd

Observation bbef1cd0-3feb-443a-9be9-19b118696377 · outbound

This paper cites URL https://meps.ahrq.gov/mepsweb/.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching URL https://meps.ahrq.gov/mepsweb/

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:55:06.368977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.875467Z digest=sha256:181611d25036c8a1261851c2e21c7c4f744303a0b0d6de8fb9c848537095997d

Observation 843847d1-0631-490c-aacd-f1d7d5427a70 · outbound

This paper cites Canellas, Defending ieee software standards in federal criminal court, Computer 54 (6) (2021) 14–23.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Canellas, Defending ieee software standards in federal criminal court, Computer 54 (6) (2021) 14–23

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:04.879148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:04.879148Z digest=sha256:184b6abfb28f1c97e4bc8c38e46aabc3cae01a8e1adcf14c5b0f9bde5b19f8cd

Observation e47e070f-e8dd-45c3-aebe-27a490ed107d · outbound

This paper cites an unresolved cited work.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:06.356496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.882909Z digest=sha256:349da6fd8c1f9655ba1516d51232ec634f8b7fac0a87909428403d26eb21a41a

Observation 7b9dc6ac-b9e7-472d-833b-f7e0f373eab5 · outbound

This paper cites Green, The flaws of policies requiring human oversight of government algorithms, Computer Law & Security Review 45 (2022) 105681.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Green, The flaws of policies requiring human oversight of government algorithms, Computer Law & Security Review 45 (2022) 105681

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:55:06.343610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.886399Z digest=sha256:f345529a6cbf11a58cbc510ed90e86f20357f3d24bad45d73f7cc6bae5be00d6

Observation 62e6a944-c1a1-4ba4-ab02-60e87b6f7600 · outbound

This paper cites Tizpaz-Niari, A.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Tizpaz-Niari, A

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:04.890132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:04.890132Z digest=sha256:4aac5b04d73d723e54a3d8b119a5efa93c7d906c05a4b45ace6795312d1d34dc

Observation 900b3d2f-2356-49b1-93bf-ab25297171dc · outbound

This paper cites an unresolved cited work.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:04.894190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:04.894190Z digest=sha256:e11e34efcadabd04952f359e4cf6d923386c3d932d303d81536efb2ba7e9cde7

Observation 09b458a2-2639-4fce-8fb7-86b597496c39 · outbound

This paper cites an unresolved cited work.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:06.330762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.897996Z digest=sha256:4fa8ab880d1756da79a4e9faad313335fb335727dc2a37e771df74303e227a37

Observation c621db1a-da97-4cc0-aacc-a9af6fff8348 · outbound

This paper cites Gohar, S.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Gohar, S

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:04.902007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:04.902007Z digest=sha256:a2153964ce11abb541d7a56e12de77b62142a64a6297622defbe7981f1cdb440

Observation 55024c44-6559-4789-9cb0-a1343cb53586 · outbound

This paper cites an unresolved cited work.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:06.313165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.906247Z digest=sha256:2eeb95bf216dbeb707a7ea6cb6f138dfced0869c8c9ac78ba3536c89cf3c8211

Observation 696801a2-3519-4530-96e4-9e47dc03f06c · outbound

This paper cites an unresolved cited work.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Unresolved cited work

Reference 28

Resolution
verified exact
doi, observed 2026-08-16T10:55:05.131308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.910109Z digest=sha256:3d3daab4444fc0112e8c8e25b9f89f77974a5a8a67a3b2793e96c8af1e3a4a06

Observation 3a4461ac-a265-4fe7-93fa-f545ba931c7f · outbound

This paper cites an unresolved cited work.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:06.300932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.914007Z digest=sha256:47b88e029a77b4dbd4fde413878df27fc1cecca35d7a7c268833e6452529f5d8

Observation f472e2fc-249a-49f0-a992-34d5a6248f1a · outbound

This paper cites Ferrara, G.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Ferrara, G

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:55:06.286961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.918129Z digest=sha256:96df15ff5b8ef1b85cf77b343a64fd3dfc19ea681f2642be2a58c6c068163c0f

Observation 00c3f99b-fcbf-4459-9f5b-b9db2554d26b · outbound

This paper cites an unresolved cited work.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:04.922065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:04.922065Z digest=sha256:eb18f0076f57a407f10a6fd371bdd654c72a197d5c3bd692c9751b51559a356e

Observation 81be2874-d97f-402d-a7c8-7aeca186bc4a · outbound

This paper cites an unresolved cited work.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:04.926673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:04.926673Z digest=sha256:394c9e9b1c89db13e1968e3f221396db81c22f0d77658dd6913336b77aeb3a43

Observation dfd03d8c-7dea-4dcf-b538-8a2a3143a3b0 · outbound

This paper cites Chakraborty, S.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Chakraborty, S

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:04.930848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:04.930848Z digest=sha256:64eee9099fcd5c2277539767396f9f70cc994064c9d5ca532f2185e99dd55cca

Observation 859e8e06-5194-47c5-8a74-9b1de3275d97 · outbound

This paper cites Zhang, J.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Zhang, J

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:55:06.274723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.935653Z digest=sha256:a4d7075ef3a40c70ef7eff20fbec7f0aa5b2d26d7da2097690d9fc5da79e5ec5

Observation 624160ad-5756-43c0-8e5a-868ff1dff4d5 · outbound

This paper cites an unresolved cited work.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Unresolved cited work

Reference 35

Resolution
verified exact
doi, observed 2026-08-16T10:55:05.110612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.939968Z digest=sha256:236ee7afb2ad36cd648cebf35b106eac0ff676db2cc8a298294b8b3c4d05a85e

Observation b798cb5f-c6cf-4516-80f7-1011f2c17e4f · outbound

This paper cites an unresolved cited work.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:04.943668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:04.943668Z digest=sha256:8674c7caa58ca3879dac49f1e91a29abbef1b869ab5a9bcc13b3bc9c3d3d6e37

Observation a77a08a0-c9d9-4fc0-ac90-9a40dacdde65 · outbound

This paper cites an unresolved cited work.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:06.262722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.948117Z digest=sha256:0b04698ad16056254bbdca7e3d2a0249ec272193fadf363332200a63fb3898aa

Observation b0257958-3da5-4d65-83e9-2f2c4ccf3a03 · outbound

This paper cites an unresolved cited work.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:06.250793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.952424Z digest=sha256:6259f4d01a9fa877eab26a3eea5564ce637090ed0c473ae53c20dd2cf9286c63

Observation 77738d38-9434-46fd-b29a-f159d8800939 · outbound

This paper cites URL https://www.whitehouse.gov/ostp/ai-bill-of-rights/.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching URL https://www.whitehouse.gov/ostp/ai-bill-of-rights/

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:55:06.238557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.956305Z digest=sha256:5ea96d4bae2d624bbb421443c5bd6d10c742a4a5cd15161d733051ab0b865882

Observation 1e7e822d-d4f6-4813-b988-64899fefbe07 · outbound

This paper cites an unresolved cited work.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:06.224720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.960056Z digest=sha256:7500a3135ae0d05dee6f5228900694f0aaf7e682ba9ce74ac96faa5514aec7d5

Observation fe83ef45-45fa-4ab3-aa27-ace2b288175d · outbound

This paper cites Chopra, K.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Chopra, K

Reference 41

Resolution
verified exact
raw_fallback, observed 2026-08-16T10:55:05.545557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.964007Z digest=sha256:9e9d18f24787a8af0b09362e406c615d33d6e6d5c6e3464e008ccdccfbca75ae

Observation 206682e7-8667-47f4-a7f4-1f7f583e6bd3 · outbound

This paper cites Kamiran, T.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Kamiran, T

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:55:06.212472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.968282Z digest=sha256:21ff3749b5232323530bd215e6630e026e452a993488b4f23d6c1fde285bdbdd

Observation 491f7317-36f9-4c51-87c9-596a884f17c6 · outbound

This paper cites Feldman, S.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Feldman, S

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:55:06.201097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.972376Z digest=sha256:c3c02766145dbca8acdc36de125dad8a41508246fd2010a9a08e56358acbf38a

Observation 24812218-35c7-4ef8-b5fa-7201b1b542d4 · outbound

This paper cites Biswas, H.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Biswas, H

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:04.976390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:04.976390Z digest=sha256:ee0df261d312282fd2e4664fa512382ac315e73a73b1068ee6a0f8f6099d5bbe

Observation 656b86de-3def-4d3f-b1b9-70f5818ddadb · outbound

This paper cites Kamishima, S.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Kamishima, S

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:55:06.189043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.980330Z digest=sha256:919eb3bfae232b5e2264d9bc0c381a64dbe1b87f7061aad7ed8649ac9f503f4b

Observation 77417eba-b7c0-4d2b-95bb-b0740565a276 · outbound

This paper cites Agarwal, A.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Agarwal, A

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:55:06.176520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.984418Z digest=sha256:0b48e7208a312cd9e8867309d4e6093f0c036927dd9d03a111dddd377112e6ec

Observation 0d133596-1763-44dc-8854-1b4a725687cb · outbound

This paper cites Kamiran, S.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Kamiran, S

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:55:06.164591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.988260Z digest=sha256:cd36d7e2f685cafe4ad37263aa7cffbbdf027ae1a92aee097596637ec01300ec

Observation fd9f4baa-9074-4298-a5c4-04d9ed3bfefe · outbound

This paper cites an unresolved cited work.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:06.152806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.992210Z digest=sha256:c500aa554c641b7be3c849eeeafe096245ccc61e3c8a9010a1c976d4c9a16417

Observation 1e9196e1-3d70-4a12-aecc-f30e94051544 · outbound

This paper cites Giguere, B.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Giguere, B

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:55:06.139987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.996018Z digest=sha256:c60b089222857a5d92be3fe0c77da3f2b8aa4e910bd36367fb9e9db92c32776e

Observation 0f702704-df72-47aa-9430-7d360e031032 · outbound

This paper cites an unresolved cited work.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:06.128518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:04.999773Z digest=sha256:f0cfd79d2a85a7e802aeeffdd87725f8d60670656f1b5c7789a623712f1ab501

Observation ae42def7-452e-447e-8275-a16dec7de97c · outbound

This paper cites an unresolved cited work.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:06.113639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:05.004381Z digest=sha256:050db43a5139b89ad5d7ec634b65d363599ce44e9ce1fc4f92eaa68c47f2323b

Observation 3aacf5fa-5355-4e0e-a4c3-d5fa72cf7f31 · outbound

This paper cites an unresolved cited work.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:05.008516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:05.008516Z digest=sha256:507d49760229389bacb190a2f1618eafd482de1c33bfeca0290bcd606869d098

Observation 6a5b4e3f-113f-4f34-b4c2-25c80dfdb016 · outbound

This paper cites AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:05.012337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:05.012337Z digest=sha256:e73bf53a549ad8d95a72c0b0cbf2c04e87b5f30612071ac5515d8b160bba6a40

Observation db4c4331-a3a5-4ce5-bcca-6cfaa94bee5c · outbound

This paper cites Menzies, A.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Menzies, A

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:55:06.096659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:05.017141Z digest=sha256:9d54167ea0c5d39c6a233ba304120be1c5ec7e8d4dcc3852e289d651ec432ab8

Observation 0327960b-e7b3-4732-a738-580d5a672830 · outbound

This paper cites Menzies, E.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Menzies, E

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:55:06.083125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:05.021050Z digest=sha256:b368c5e37b398f707669e6a720c96c3f49cfb11bd1e10db698e6ae2fc8a16b94

Observation ae865dfc-b165-4413-8d78-6cc93a7120ba · outbound

This paper cites Chakraborty, K.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Chakraborty, K

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:05.024954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:05.024954Z digest=sha256:0d65835bcb42694ea20f78e3466af6580273d53f05a5a698226b7ef9f4f34645

Observation f0fad409-9df8-4f7c-a34b-93a3206c854b · outbound

This paper cites Equality of Opportunity in Supervised Learning.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Equality of Opportunity in Supervised Learning

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:05.029580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:05.029580Z digest=sha256:4241b878980cfd3852fca1ef848a66f795196d14f68b9132257d1b1ae8d3709f

Observation 153f977d-3daa-4b44-99c1-e41e57357de8 · outbound

This paper cites On Fairness and Calibration.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching On Fairness and Calibration

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:05.035164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:05.035164Z digest=sha256:7b6ce258fe361793dec640fb69633f7ec7d59cc01aa5671959caf8b35eba3e0b

Observation a52be9b2-4fc1-46f8-8afd-fc37b7a7bfdd · outbound

This paper cites an unresolved cited work.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:06.070288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:05.039923Z digest=sha256:71220f65df449eb5882eedc62313a2035ba1794f85baab1234188813162ec8f8

Observation a6d6ac83-b111-4151-8389-118a6e2e3249 · outbound

This paper cites Mittas, L.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Mittas, L

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:55:06.058603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:05.044080Z digest=sha256:e39367f04f6ccb9b4bd0934917a9c9b73fca3835d8b8050a505f0e7518f6fb21

Observation e9f31a41-6076-420d-bc79-958e8793e65a · outbound

This paper cites Hyperparameter Optimization for Effort Estimation.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Hyperparameter Optimization for Effort Estimation

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:05.048071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:05.048071Z digest=sha256:f57aeb4181ee965036c1287c4a7e50e036dd779ea8d0781aedf4459ab69d5172

Observation 2ab5611c-cf8c-4579-9baf-ad5e7de82265 · outbound

This paper cites Macbeth, E.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Macbeth, E

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:55:06.046299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:05.052242Z digest=sha256:9c400052e7d8e7d5fc7e8395a7273b437507eaf5cb2a6463b0efdd96305ca13f

Observation f885f2f4-feea-4c37-b91a-73a61a8fb358 · outbound

This paper cites an unresolved cited work.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:55:06.034261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:05.055668Z digest=sha256:40fb1cdb301d5a9c1b8ffe69921952ec52c5d143212ff556552ba5cbd456c356

Observation 1e07fc6c-ad0d-45bf-bb71-3243b9ed2c2d · outbound

This paper cites Calmon, D.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Calmon, D

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:55:06.022211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-16T10:55:05.059363Z digest=sha256:6a46a395258346487ea5244189b4d1ddaf7990391616b8e95ccd0fe42badd0c4

Observation f390213e-271f-469f-ad2a-61605f41a1fb · outbound

This paper cites Galhotra, Y.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Galhotra, Y

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:05.062921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:05.062921Z digest=sha256:4184b3d167e03d8003abbc52fc53475c213a75c38a60314f8b4c856f51256cd6

Observation 4ff64c29-fc64-4f83-b97a-e325dbbf78e8 · outbound

This paper cites Mitigating Unwanted Biases with Adversarial Learning.

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Mitigating Unwanted Biases with Adversarial Learning

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-16T10:55:05.066927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:55:05.066927Z digest=sha256:d29ea126e6590d479d308dd7233d3701a428359192415bc02f18be0224bfe480

Pith citing papers

No inbound Pith citation observations are available.