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Paper Citation Record · LEDGER

Monitoring of Static Fairness

As of 9 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 0 inbound Pith citation observations for arXiv:2507.03048.

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

pith.paper-citation-record.v1
2507.03048 v1

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:35:54.401446Z

measured 72 of 72 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

72 of 72 outbound references displayed

  • verified exact3
  • verified fuzzy62
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f4d8a646-ad60-41f2-97f7-4b83b5742ecc · outbound

This paper cites A survey of statistical model checking.

Monitoring of Static Fairness A survey of statistical model checking

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:06.048813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:46.508110Z digest=sha256:3fd16f166b2492464649449479f39db4706b6b7cc0082a8dee171debbe2e89f5

Observation cbca9ccc-60f6-4f5a-8ec0-bae44968ce3f · outbound

This paper cites Fairsquare: probabilistic verification of program fairness.

Monitoring of Static Fairness Fairsquare: probabilistic verification of program fairness

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:05.916917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:46.600280Z digest=sha256:e365efe64e5020119573167d73976b8d75aad090d8963ea7b3912b2ac1948652

Observation b8829292-6b4f-4053-9f99-3ce6ca20721f · outbound

This paper cites Fairness-aware programming.

Monitoring of Static Fairness Fairness-aware programming

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:05.831280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:46.688960Z digest=sha256:ffb30dca3580261a289e5e17cfe23cd92b5e843dd5b86e2b10ee6fce6a81f077

Observation 31ec68a4-37c5-454c-a1db-3286adc52ef6 · outbound

This paper cites Pac statistical model checking for markov decision processes and stochastic games.

Monitoring of Static Fairness Pac statistical model checking for markov decision processes and stochastic games

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:05.703500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:46.837733Z digest=sha256:82ce9dcfb7e85b2b783da6c6ce55c09d982e8c4455336a722675b60499a3d7e7

Observation 3872c0a1-1ed5-491f-a8f1-b679b1ea10db · outbound

This paper cites Baier, B.

Monitoring of Static Fairness Baier, B

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:05.506641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:46.960742Z digest=sha256:d2f5ac18788969f27d8be0bb66b9b225cb0ab9b8ae522fbf8cce4f90ade3b5b4

Observation f2b9ddd7-a7dc-4374-ac9a-3a85504a84da · outbound

This paper cites Fair normalizing flows.

Monitoring of Static Fairness Fair normalizing flows

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:05.370038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:47.113171Z digest=sha256:61155cdaf6811cf5ac9ba126af402b173116c8333d37d6c91964b7fa2ba2255f

Observation f897d5b5-8896-4f03-a282-0fee5ed5408f · outbound

This paper cites Specification- based monitoring of cyber-physical systems: a survey on theory, tools and applications.

Monitoring of Static Fairness Specification- based monitoring of cyber-physical systems: a survey on theory, tools and applications

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:05.218917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:47.302313Z digest=sha256:3238cf8b7c910da277b29e97be83e58276eeab36747535836b712f20aab8711a

Observation b7d196bc-df25-482c-802c-304b274303da · outbound

This paper cites Springer, 2018.

Monitoring of Static Fairness Springer, 2018

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:04.989510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:47.435060Z digest=sha256:e8f4ee3ac2c8e27a7c807137fa249e22ee64e60fb400d7ade196517e4396f7ff

Observation 5b2dc528-3e07-4919-8147-daff3f059cb6 · outbound

This paper cites Probabilistic verification of fairness properties via concentration.Proceedings of the ACM on Programming Languages, 3(OOPSLA):1–27, 2019.

Monitoring of Static Fairness Probabilistic verification of fairness properties via concentration.Proceedings of the ACM on Programming Languages, 3(OOPSLA):1–27, 2019

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:04.789968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:47.565389Z digest=sha256:e7c164fe3a9e799e648500018f83deb48e722430b8b9822bb9d5c66808637975

Observation 52f84281-729f-4a63-bfb9-9c5a259bc74a · outbound

This paper cites Ai fairness 360: An extensi- ble toolkit for detecting and mitigating algorithmic bias.

Monitoring of Static Fairness Ai fairness 360: An extensi- ble toolkit for detecting and mitigating algorithmic bias

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:04.629156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:47.751039Z digest=sha256:77a45e1d02e1fbf983d696a5f5394839818de80da5dd92ae8ee506ad27586ecf

Observation b5a14374-1bdd-4f33-87a4-82bfce68d991 · outbound

This paper cites A Convex Framework for Fair Regression.

Monitoring of Static Fairness A Convex Framework for Fair Regression

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T20:35:47.954397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:35:47.954397Z digest=sha256:4446703a45844de71510f29192b80b5b56448fe354ffbb7d40fb87226d7924b8

Observation 86d7c637-1b9c-49c4-b145-2d1521799c19 · outbound

This paper cites Fairlearn: A toolkit for assessing and improving fairness in ai.

Monitoring of Static Fairness Fairlearn: A toolkit for assessing and improving fairness in ai

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:04.456017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:48.078613Z digest=sha256:21d70d5073bd87991fe512fa40f7f9fb23b2a902c6fa843b40f7c85975758960

Observation 2ce9390c-38f2-4649-be1f-4ba747eb18a0 · outbound

This paper cites Fairness shields: Safeguarding against biased decision makers.

Monitoring of Static Fairness Fairness shields: Safeguarding against biased decision makers

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:04.227274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:48.214425Z digest=sha256:0bbcb9627548c657be8972c7f010ae421626e0639f22f6a7cd58ad0cd6306cbf

Observation be4bac41-33a5-4e9b-b504-478d47a399c5 · outbound

This paper cites Fair prediction with disparate impact: A study of bias in recidivism prediction instruments.

Monitoring of Static Fairness Fair prediction with disparate impact: A study of bias in recidivism prediction instruments

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:04.055639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:48.367982Z digest=sha256:2c9f1a7c6b4f55dff72c8a2e7901a86882bf0692bfe2c5d3557e4084bfb47491

Observation a03e61d2-a673-48b8-bdb9-41a79d63601e · outbound

This paper cites Statistical model checking for cyber- physical systems.

Monitoring of Static Fairness Statistical model checking for cyber- physical systems

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:03.912776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:48.470010Z digest=sha256:6fa62ba6a5276e35f4df42e04fb596cc0ca8a4670b64d258dee8cd6d11a95b33

Observation 742ada64-9dc5-487b-9c1d-caa42736d57f · outbound

This paper cites Algorithmic decision making and the cost of fairness.

Monitoring of Static Fairness Algorithmic decision making and the cost of fairness

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:03.753737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:48.615547Z digest=sha256:bed8cd655fa229cfd0ac0d6b7ae2e79a41bcbb0df99c4dde809b79a7d8c4aaaa

Observation dfda6931-0432-42ee-a4f2-21c9bf5c2307 · outbound

This paper cites Sculley, and Yoni Halpern.

Monitoring of Static Fairness Sculley, and Yoni Halpern

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:03.481537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:48.763599Z digest=sha256:79e0c637fdb3972fd9941f676e9e8d54573b166f1a1fd900b61bf5b3b1f22b8e

Observation 0be87f49-86b7-4fff-9922-b124f9bce1eb · outbound

This paper cites Optimizing control strategy using statistical model checking.

Monitoring of Static Fairness Optimizing control strategy using statistical model checking

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:03.289500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:48.915517Z digest=sha256:12cc1cf2139690050b9f5c47571d985336a38b875749dfdcb1a9bb4f2074b9ad

Observation d398af52-4a0a-484c-8e50-379eaab850f6 · outbound

This paper cites Robust satisfaction of temporal logic over real-valued signals.

Monitoring of Static Fairness Robust satisfaction of temporal logic over real-valued signals

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:03.111243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:48.985623Z digest=sha256:a6d172c7e4306726be51c592a3c243848f4b6eeb5a667e3eb85291a417868efd

Observation 786aa533-1fe8-4e4b-9f44-608d23f6a982 · outbound

This paper cites The accuracy, fairness, and limits of predict- ing recidivism.

Monitoring of Static Fairness The accuracy, fairness, and limits of predict- ing recidivism

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:02.980478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:49.058233Z digest=sha256:262f30a6dbb3acb00bc51c844a4f019d84713ad4ae56d7d7931190a17f293267

Observation 0ca9ba0c-213f-494a-850e-eab42e1e5e53 · outbound

This paper cites Fairness through awareness.

Monitoring of Static Fairness Fairness through awareness

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:02.762361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:49.127565Z digest=sha256:71210c316752dcfea10825d2b50e6719f660a4fc6c32b2de29c228b53f5054b1

Observation cbe6c0e8-a4be-4a76-8b96-27528083d17d · outbound

This paper cites Individual fairness under compo- sition.

Monitoring of Static Fairness Individual fairness under compo- sition

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:02.578872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:49.199088Z digest=sha256:8429ebb8181899bae2475f489cad28936f95b0ef662f83e379ac964dacaa5ede

Observation f4173591-54a3-4f80-98d5-e58753ddab3c · outbound

This paper cites Runaway feedback loops in predictive polic- ing.

Monitoring of Static Fairness Runaway feedback loops in predictive polic- ing

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:02.394362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:49.247217Z digest=sha256:9616f7cfefa14d39c0367a48be71c108af3bb0e94685e9515f89710c3d08a343

Observation b01930aa-92ba-4990-8097-e3bca1f3c474 · outbound

This paper cites Concentration without Independence via Information Measures.

Monitoring of Static Fairness Concentration without Independence via Information Measures

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:35:54.877504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:49.298091Z digest=sha256:32be5020fc5f6225de957f97db4ad5243da98149314719df8f4457919584f889

Observation 38e281b9-ae63-433b-95d6-9a512096d57d · outbound

This paper cites Real-time Stream-based Monitoring.

Monitoring of Static Fairness Real-time Stream-based Monitoring

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T20:35:49.377336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:35:49.377336Z digest=sha256:cfb6c9726a474c56612d3704bb300d880ea5b93304d6aa3b1fc8b24078369dfc

Observation cf9e6124-169a-43be-8964-139c749dfaa1 · outbound

This paper cites Certifying and removing disparate im- pact.

Monitoring of Static Fairness Certifying and removing disparate im- pact

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:02.215215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:49.450226Z digest=sha256:3e4e8cec895218f2a75f43d65fdf4371e1bb112c3a2b85d8c435b9c3d15e0377

Observation 931b137c-75dd-4e4c-be09-3cc2ba00766b · outbound

This paper cites Monitoring event frequencies.

Monitoring of Static Fairness Monitoring event frequencies

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:02.031492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:49.524329Z digest=sha256:3ef9fa56665014f474eee9876d2d67b6871d936b84912c90ba8434a2d8085be3

Observation cd52579b-f521-4d0b-8947-ef25dfa742d6 · outbound

This paper cites A theory of reg- ister monitors.

Monitoring of Static Fairness A theory of reg- ister monitors

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:01.877923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:49.585536Z digest=sha256:e1026a54de8140dd886673905d95b3793cadf9c973e2a1c74d7fdf954d2d8b38

Observation 1db09af8-640e-499e-9939-4975546e189f · outbound

This paper cites Collecting statistics over runtime executions.

Monitoring of Static Fairness Collecting statistics over runtime executions

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:01.755324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:49.651107Z digest=sha256:fb6adfb8053f163cb023257d9fd38ee39e68ca8e8ffe79fc0573875f2881b8ed

Observation f54065eb-ec98-4ac4-a105-c103eb2482c3 · outbound

This paper cites Algorithmic Fairness Verification with Graphical Models.

Monitoring of Static Fairness Algorithmic Fairness Verification with Graphical Models

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T20:35:49.705550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:35:49.705550Z digest=sha256:a76ae45b37d1ec6170960e26fcbe1c459445e21bcad3a1d1d4b630ef4da349de

Observation bb2e27cb-a1a7-4efa-b9f8-5fb2a22454a5 · outbound

This paper cites Justicia: A stochastic sat approach to formally verify fairness.

Monitoring of Static Fairness Justicia: A stochastic sat approach to formally verify fairness

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T20:35:49.788845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:35:49.788845Z digest=sha256:1a2b4a2aef0eb2e5fadfeedfb68002ef9c28bc88f08110708ec82c3aab39bc59

Observation 9976722a-76b8-4f7d-b1f3-310429565cec · outbound

This paper cites Monitoring Robustness and Individual Fairness.

Monitoring of Static Fairness Monitoring Robustness and Individual Fairness

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:35:54.699060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:49.863048Z digest=sha256:915666cd2c92ff5912e7ad6cd6ac407cc3417888e129b1146650b81fb598bcd9

Observation 1e5a28f9-9368-40b2-b3fd-53e578a7c3a2 · outbound

This paper cites Equality of opportunity in supervised learning.

Monitoring of Static Fairness Equality of opportunity in supervised learning

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:01.631528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:49.934106Z digest=sha256:fa368eed51fc94d15c2657d687ce4be96018c55d210c63fb9eb58b0fe4ecbbee

Observation 83f167ab-bf7c-4ea7-8ba4-34319d769d35 · outbound

This paper cites Runtime monitoring of dynamic fairness properties.

Monitoring of Static Fairness Runtime monitoring of dynamic fairness properties

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:01.478636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:50.075853Z digest=sha256:338ebddad011280fb872cfe231c9b03bd3ccc7f69fd5ca38186683546691d36c

Observation aba5d3f9-c0d3-4c0f-ae88-793144f9d418 · outbound

This paper cites Monitoring algorithmic fairness.

Monitoring of Static Fairness Monitoring algorithmic fairness

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:01.305227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:50.202248Z digest=sha256:85935cf9bc58ded8e27647950810792bdf8ee3c3a7f10de9234f9d630fd971a3

Observation e1a3c9b0-c6cb-4c58-9cba-8706b5c71aeb · outbound

This paper cites Mon- itoring algorithmic fairness under partial observations.

Monitoring of Static Fairness Mon- itoring algorithmic fairness under partial observations

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:01.165997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:50.304917Z digest=sha256:e09227f3a6281891687cae0ddc8340c5cbb965f08acc4abc823cdb5575e0c2a6

Observation 9dffc26e-1afd-4c0f-b279-16cb1024e003 · outbound

This paper cites Monitorability under assumptions.

Monitoring of Static Fairness Monitorability under assumptions

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:01.014424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:50.416927Z digest=sha256:feee0af54aa704b38c39a79af41ab279a7965b26187c51fff6a1b4f07e3a5fca

Observation e862f767-50c5-42af-800f-f1cac248de4e · outbound

This paper cites Quantitative and approximate mon- itoring.

Monitoring of Static Fairness Quantitative and approximate mon- itoring

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:00.820107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:50.551167Z digest=sha256:02422836c8885a4b70392e448552ac4fcbd8443b13b908a1aa23b480f39e5dfd

Observation 353806f5-a00d-4d78-8354-6c51de427fda · outbound

This paper cites Time-uniform, nonparametric, nonasymptotic confidence sequences.

Monitoring of Static Fairness Time-uniform, nonparametric, nonasymptotic confidence sequences

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:00.689272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:50.644189Z digest=sha256:cac186589e535790c2b0c84f2b46b9e618a29e3ef77f09d892bc623edefd464a

Observation 305f0345-38fe-40ef-a4d3-1a1f88edeccd · outbound

This paper cites Differentially pri- vate fair learning.

Monitoring of Static Fairness Differentially pri- vate fair learning

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:00.569376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:50.757397Z digest=sha256:ee0f76b067976643c84c5af872d91adfcb38d2e12b59d2a01c19c930ece1ec30

Observation 1254e862-f2d7-4bc6-8007-0da4237da096 · outbound

This paper cites General mixing time bounds for finite Markov chains via the absolute spectral gap.

Monitoring of Static Fairness General mixing time bounds for finite Markov chains via the absolute spectral gap

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:35:54.525839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:50.877127Z digest=sha256:a27d665ab7ca25c333b8bf68c9da4b1a6ddbcd2c48127a720b8793d282969b40

Observation 404a8851-0f84-4745-936f-c9dae2803503 · outbound

This paper cites Ver- ifying individual fairness in machine learning models.

Monitoring of Static Fairness Ver- ifying individual fairness in machine learning models

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:00.434558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:50.956274Z digest=sha256:a7aee200f6d6870ce057db37d6a7f60f13c49f7b1cb48d8ee9557e6ade130c9d

Observation 398f1d1d-b1f1-4bbe-ab8b-0c0ac8832035 · outbound

This paper cites Runtime monitors for markov decision processes.

Monitoring of Static Fairness Runtime monitors for markov decision processes

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:00.230927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:51.053319Z digest=sha256:76187fe2e1601761da594a6e98207161ee886cf2625a9f08b519781a2c7ce622

Observation e687f669-3977-4255-b2b7-c603d88b5610 · outbound

This paper cites Data preprocessing techniques for clas- sification without discrimination.

Monitoring of Static Fairness Data preprocessing techniques for clas- sification without discrimination

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:36:00.044346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:51.163831Z digest=sha256:393b4fb5bb90ecad871da6780706411db225c75c748ee6d446e56d7fd1c679a0

Observation e00d3d60-cbf8-447a-a184-4b9ac5489e7a · outbound

This paper cites Preventing fairness gerrymandering: Auditing and learning for subgroup fairness.

Monitoring of Static Fairness Preventing fairness gerrymandering: Auditing and learning for subgroup fairness

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:35:59.827443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:51.315374Z digest=sha256:12415f0b2f71e4ae7c0324bd7262686fcb76d0793bfe13322ac900e50e1300ae

Observation 37c17d3b-7ef3-4d23-97b3-3cdf92e3ed8e · outbound

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

Monitoring of Static Fairness Inherent Trade-Offs in the Fair Determination of Risk Scores

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:35:59.600508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:51.439195Z digest=sha256:fce1e3c87e554e77731cfb59a74661c83d0b06b0f78288fb113dff3a460cea7f

Observation 5e45e1a5-6849-49a4-b3a8-4d73c58cc459 · outbound

This paper cites Fairness-aware pac learn- ing from corrupted data.

Monitoring of Static Fairness Fairness-aware pac learn- ing from corrupted data

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:35:59.440286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:51.540623Z digest=sha256:3ec592cc74f4a09440a44adf2d03a8907b8ce334c9c3109d04fea72f740d10c4

Observation 1843af3f-82a7-400d-8184-c39ab7a0f40e · outbound

This paper cites Concentration of measure with- out independence: a unified approach via the martingale method.

Monitoring of Static Fairness Concentration of measure with- out independence: a unified approach via the martingale method

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:35:59.268176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:51.657198Z digest=sha256:ec84dbc58ebf49365849b9af980620bad3d1d5e7646ed2e4807fd572e71fccef

Observation 45602c56-7391-44d3-8be2-1d6efe7b7da4 · outbound

This paper cites Coun- terfactual fairness.

Monitoring of Static Fairness Coun- terfactual fairness

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:35:59.047258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:51.783045Z digest=sha256:c7c5e6c12b9e8e692beb24d1724ef897a17518c1abb208554184f7dec74f3967

Observation 19c61a9e-a33b-40e8-adaa-819124411eed · outbound

This paper cites ifair: Learning individually fair data representations for algorithmic decision making.

Monitoring of Static Fairness ifair: Learning individually fair data representations for algorithmic decision making

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:35:58.875778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:51.909533Z digest=sha256:868f973bb40dc5a24a9b740fe139682d7f147a2ff085351280647495e4c0e229

Observation 1827979e-85f0-4eea-8e60-d4b47e701a43 · outbound

This paper cites Markov chains and mixing times , volume.

Monitoring of Static Fairness Markov chains and mixing times , volume

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:35:58.664609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:52.029248Z digest=sha256:06415248ef7257c0e4dfe5c6eea8f36013aa650787d9d4e96a5bec33fddd2bc4

Observation a2fc3d15-21ae-41e0-93c5-e67617fcbd04 · outbound

This paper cites Delayed impact of fair machine learning.

Monitoring of Static Fairness Delayed impact of fair machine learning

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:35:58.322153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:52.236685Z digest=sha256:807ffce1e0c56587de5b6d67d027aa3b420765e11b408cf01d963991d847ed08

Observation be383f6e-de0d-42f3-9fbd-ada265dc20f8 · outbound

This paper cites To predict and serve? Significance, 13(5):14–19, 2016.

Monitoring of Static Fairness To predict and serve? Significance, 13(5):14–19, 2016

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:35:58.099344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:52.370656Z digest=sha256:ea25c19d7f8b43deeb2aebe8ca606fdba1ccf2c802b4df369aa050989b4371fa

Observation 761a29d6-022c-4119-9c92-3de6f311dc2d · outbound

This paper cites Monitoring temporal properties of contin- uous signals.

Monitoring of Static Fairness Monitoring temporal properties of contin- uous signals

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:35:57.940900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:52.517686Z digest=sha256:0d9b04d722372d604d30fc310a8c4f40950d1a1a2032dfe2a241b95f1b71631c

Observation 4ce85af4-d444-40e4-ad6c-30fd7d2a3178 · outbound

This paper cites A survey on bias and fairness in machine learning.

Monitoring of Static Fairness A survey on bias and fairness in machine learning

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-06T20:35:52.666878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:35:52.666878Z digest=sha256:aa5ef6d3937ffaf78952b72125c27c8f74e437367da676686f65ad62348d4cf8

Observation fbad1667-e278-4de0-8096-3ce4f620b9d4 · outbound

This paper cites Certifying robustness to programmable data bias in decision trees.

Monitoring of Static Fairness Certifying robustness to programmable data bias in decision trees

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:35:57.746000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:52.768135Z digest=sha256:a938fb0fb2423f3d61b876d654900f680aa7fecdc3b135703104ff2c38362c47

Observation 0e09652c-38f1-4e9b-840c-54f1a41c4ffb · outbound

This paper cites The social cost of strategic classification.

Monitoring of Static Fairness The social cost of strategic classification

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:35:57.565456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:52.871895Z digest=sha256:f85f71fdf564ade6abc84b99ffe5b6feaa215eea293e6a067d2fdbcb704237d3

Observation 8d107347-79f8-4b77-aacd-883e01bfb512 · outbound

This paper cites an unresolved cited work.

Monitoring of Static Fairness Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:35:57.383645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:52.974890Z digest=sha256:62d15304582dc0df8cf8122c5fb79c83f6ccffd3c1a491f04b4ef794a7d7a884

Observation 9a3d2973-d502-4702-a923-e570fd635804 · outbound

This paper cites Dissecting racial bias in an algorithm used to manage the health of populations.

Monitoring of Static Fairness Dissecting racial bias in an algorithm used to manage the health of populations

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:35:57.188353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:53.097831Z digest=sha256:fd61301587ff9fa61f9d3af3f6b22541e186bde2ccb97ecb0b0bb5aa4b09017c

Observation 77ae3820-2773-4bbd-b1ce-e33411deb466 · outbound

This paper cites Quantita- tive automata under probabilistic semantics.

Monitoring of Static Fairness Quantita- tive automata under probabilistic semantics

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:35:57.006134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:53.228041Z digest=sha256:00dbb5236bb469dc5ebd6c133cea98dc2325829f679a06421a8c10ce51494ccd

Observation 75ad0eff-510e-4bac-8caf-c57bfd039523 · outbound

This paper cites Concentration inequalities for markov chains by marton couplings and spectral methods.

Monitoring of Static Fairness Concentration inequalities for markov chains by marton couplings and spectral methods

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:35:56.840718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:53.348443Z digest=sha256:c9f0fc6c97af3b63ae8bce0f5767788cfae19aed5ca05092363f78187627cc3a

Observation e56ad4c9-1b39-463d-af86-e820c724b7d9 · outbound

This paper cites How computers see gender: An evaluation of gender classification in commer- cial facial analysis services.

Monitoring of Static Fairness How computers see gender: An evaluation of gender classification in commer- cial facial analysis services

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:35:56.630239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:53.442225Z digest=sha256:bad8505da7c650bcc4e5f2874785d27916a78f821697375ddf66f8efdd88d2ef

Observation 6b13b80f-dd2d-4600-9cdb-52f0254e47e0 · outbound

This paper cites Chexclusion: Fairness gaps in deep chest x-ray classifiers.

Monitoring of Static Fairness Chexclusion: Fairness gaps in deep chest x-ray classifiers

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:35:56.424505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:53.541879Z digest=sha256:e9661741ff444546d7dd7fbaeca3cb56e1704dd0a1d291a2351f9f1c0506f217

Observation 874848e9-612d-47c1-8865-90721f60458b · outbound

This paper cites Average indi- vidual fairness: Algorithms, generalization and experiments.

Monitoring of Static Fairness Average indi- vidual fairness: Algorithms, generalization and experiments

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:35:56.278414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:53.638687Z digest=sha256:176f561602b8b03ab0b83479fe450a474508137569aa8165531e941a39ca407f

Observation f673b103-7451-4b30-9e4c-27e754fd2771 · outbound

This paper cites Runtime verification with state estimation.

Monitoring of Static Fairness Runtime verification with state estimation

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:35:56.098735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:53.778627Z digest=sha256:a6b8f265c358bc79deeb6a460d905ab80c52430cd712a2beffed06fa2eecef2f

Observation 8e444ec9-ba75-45a7-acb0-a15058e45b17 · outbound

This paper cites Probabilistic verification of neural networks against group fairness.

Monitoring of Static Fairness Probabilistic verification of neural networks against group fairness

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:35:55.917432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:53.871994Z digest=sha256:28f1880bd9da16f4b07a99aa94c70ede40cf57bd4048abdf39afd8af39cb6bbe

Observation 60ff5772-56af-43d3-a909-5819b3787ddf · outbound

This paper cites Bias preserva- tion in machine learning: the legality of fairness metrics under eu non- discrimination law.

Monitoring of Static Fairness Bias preserva- tion in machine learning: the legality of fairness metrics under eu non- discrimination law

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:35:55.773398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:54.012041Z digest=sha256:25022f1d3137ff150c987a8d8a79bbeb70484e1e0810ef94cc4fb26cdc3c1180

Observation ca504777-2a84-4655-81a9-26893aae2353 · outbound

This paper cites The what-if tool: Interactive prob- ing of machine learning models.

Monitoring of Static Fairness The what-if tool: Interactive prob- ing of machine learning models

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:35:55.619813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:54.091899Z digest=sha256:b8f5b5668951f2a1f0cdb8f2cd579ca6f813e21c2084905d8178e6f238609ce5

Observation 8bea468e-0814-4703-8f7e-87dc278bec99 · outbound

This paper cites Probabilistic verification of dis- crete event systems using acceptance sampling.

Monitoring of Static Fairness Probabilistic verification of dis- crete event systems using acceptance sampling

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:35:55.417304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:54.219596Z digest=sha256:778b45b6470ac96ffa175687a2b2909786818b4036c85bd2993ca1de48296883

Observation c6fca0f5-5be1-4734-bdb7-f367d2997fb5 · outbound

This paper cites Fairness constraints: A flexible approach for fair clas- sification.

Monitoring of Static Fairness Fairness constraints: A flexible approach for fair clas- sification

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:35:55.236940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:54.307089Z digest=sha256:2bcae618058d8c3ea397e1e5d1c04cf4dfb95d38bc2555788f97b0678649a353

Observation 08e53845-6956-4379-8611-77713fb79fcd · outbound

This paper cites Learning fair representations.

Monitoring of Static Fairness Learning fair representations

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:35:55.021314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:54.401446Z digest=sha256:0e8ce4e280dfe66da8795dd4e6fe7d2f59e0efe5dd9ed0402cb2fa8e7cbd5653

Observation 176334f0-1510-4bc3-8528-30641063dfcb · outbound

This paper cites an unresolved cited work.

Monitoring of Static Fairness Unresolved cited work

Reference 107

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:35:58.501403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T20:35:52.124837Z digest=sha256:cf9eaf93435e585e4a1e3e8bf7e8b67ba1f985fcbae7e093c2190a8dd67cb575

Pith citing papers

No inbound Pith citation observations are available.