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Paper Citation Record · LEDGER

Monitoring of Static Fairness

As of 8 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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:46.508110Z digest=sha256:9db256a5b6a7e54be3469171092b39f9e5294992caa7a59b21a9663f31ded0c1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:46.600280Z digest=sha256:d075860f7e250029e9ddaffac00d0c4fd6bea99a3a821e756539e7cb329a2816

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:46.688960Z digest=sha256:9ad5e29e3dc813600fad4a0db561d3faa0256e01ab0a5233a5be0a3280ff9232

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:46.837733Z digest=sha256:1880d7b9c48ff8d6d93d6a923226ecab7e4112151a2555af7333d2e1929bba69

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:46.960742Z digest=sha256:e2307dd50b9d7231df7df2b8ed99101d405d8a6cbe9a32306334c58fae43dd42

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:47.113171Z digest=sha256:b87372abda5c46ad04e741c20161eaa7ed4b8785600fa5c3c4aed55bc6e269fd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:47.302313Z digest=sha256:5baebc36c82b60f2906257e88d3ae3f73e94d46a0200be4abe0fd091ba991980

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:47.435060Z digest=sha256:79939c78cc76fa0aaa87bd05903cf882e193045912863a37b8c89d9d6abdc4bd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:47.565389Z digest=sha256:3786eabc66c090ac792da223dab8a2ff15a9da42493b1e3f9b9e7a45d5b26d34

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:47.751039Z digest=sha256:5eba851d889a64d144740e38c0a0c5a10e905243e70a26ca8f5620c81c169a18

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:e85e616a07e5ae42e0e8b11a4e75599467df0b1fba0995e3c7704b02f573b63b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:48.078613Z digest=sha256:0c3464176792e986e745689f61d72898958aab4fbd9ac3624e4fd6628af96cc7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:48.214425Z digest=sha256:d03c5eb8cc95a597205a14f434e626a43e253e71e225bd86e56c89fb3a78be36

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:48.367982Z digest=sha256:c62b6aa5e2f07194030d512da0171b5244db5f24668a3dd25bc55ee07c7302ac

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:48.470010Z digest=sha256:f2b3ccc786ae5eb3d67f60fdb5ce72783fac55af9cbdfdae5cd0ef83e66eafb9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:48.615547Z digest=sha256:ee314769f60c0cab2f8e3ff38609bf42d12383d9c1e4ba10280ceb58454b0966

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:48.763599Z digest=sha256:bd01a6ebc519dcb2f00a373eed9df0af65604ef95f196dfa57e60b9924b8a7b9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:48.915517Z digest=sha256:be4db12a0663fae4bcfc21d04762341cb44d319db75043ab0f7dfd7871cc5de4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:48.985623Z digest=sha256:7abd0e75c6acbf7d4f227eb2b470f630285b05eb4e2cafb040076ebf1232646d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:49.058233Z digest=sha256:49110023b1f318061af657ddef8f4a2fbfbd3d19e9631af94552202040d2ad89

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:49.127565Z digest=sha256:b975ebdbb4f48fe2dfedadb617ce9c7bd4b19babfedfbb0d9a2a7269e77d0b44

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:49.199088Z digest=sha256:ddfcd5b7bf61e42ab5a3b829c258fe12959d0f94709e44936270cdb154a7235d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:49.247217Z digest=sha256:4ea121d175a32a380e3749822f5ca4cac9c7995662b0476e5e49a74f3dcb21d1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:49.298091Z digest=sha256:ac831d82e12d88313a65f199302c82c224e38bb2f2840da89ca0d64477344aef

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:a452c9f1e3b55fb23c9b9a882ddefc4a809a855578bff1435c6777cbb4fe0c45

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:49.450226Z digest=sha256:171fda158693922a360acc2782dcf363cd946aaf0d359060742b8d6144fc5011

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:49.524329Z digest=sha256:8fed161d20e0d2f36b6d73995a63f8c4bb2504096a0d57545ca67b95cb1c1f74

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:49.585536Z digest=sha256:774b06b0807eaeb8caa0f795f098510edfdb79d1711f4ccb62406fccfaeecdb9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:49.651107Z digest=sha256:9f05ac5b0fe2c6de04f9c8218765b1246bcb0f24c9c70fe527120e0a3a0c8b73

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=sha256:0dcbf72aa3b9edfada9db63d0b8bcc5969bbfcb60eac8db4358d072ec3c1f562

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:e9e1034ba311eef4f69a98024096943bf0f9e65584ca0139c02a9d088572c8c4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:49.863048Z digest=sha256:241267261a137efa149c0880815ad182a4c8c71a84b30dc87f2e6ae3f8d92e82

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:49.934106Z digest=sha256:25bb351025eb35815c03314a0a88d1264288494c75168de73117bea1bbb40561

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:50.075853Z digest=sha256:a9e85ffd0fd59695814385017d76d961bb885e0acd5d2bf5f18b2bc171a7a966

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:50.202248Z digest=sha256:718dce632d3a6a6ef08770f63b2f1b3d8287ecdc33edbb5989eab77583b018e9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:50.304917Z digest=sha256:140f688e57ead1f7a3e89d9505e56ddc752d48c04ff4afc98afa96bae7255bf3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:50.416927Z digest=sha256:c291159be07b91b626ce4062bf56fb4e82fc4369250262b710244536b7a66d37

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:50.551167Z digest=sha256:2444f3f8a592baf0a568fa40fc949d5a8c704cba4fddaff76d93cbec757cd799

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:50.644189Z digest=sha256:c2eb37096cfaa76a2ced7a615f4f7be6c8be5452ba3642d5c454f44621ec9224

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:50.757397Z digest=sha256:c23e4f1f526788179c0537f467b90ac67c30465b9517c58b522e6ad971a589ec

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:50.877127Z digest=sha256:c9dd6c6ce7c8e5aa5f8fd2f9a8fe57a2ee268367e038cee11c691bca2ca25e5c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:50.956274Z digest=sha256:31cb34d5c3e5c304d198be38cfe451b697e5496462ff2039ac69ddf31da56545

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:51.053319Z digest=sha256:b4ea61cab1744ff52b1963a792390b3bac4685a7ea554b666bedf5448132e2dd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:51.163831Z digest=sha256:4b3cb534fa241c7dde02687db3cadc11b9b5306efdec99d0ca27a009238811ce

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:51.315374Z digest=sha256:df95a11c3bb6a4f628cde83fa263b7273f6d53b0092ec39ab1f4bed782349adf

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:51.439195Z digest=sha256:243f61fea1ad625b2cec321eeff596241ac8568db6898873c6677ae361c4c233

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:51.540623Z digest=sha256:50a37ed03d668aece3f1449a1b60205ac2dd1a00c4f0a6fbd8ea0b46e54bc55f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:51.657198Z digest=sha256:bf52e4da36368ae9ff34a8596ec447b0f6360f223dbc6a7611d87f0cece66355

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:51.783045Z digest=sha256:207fdd0c7ae0cd463deadf9329381b0f32c266812bcb53974c7823bfc8f34e64

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:51.909533Z digest=sha256:a945baa926a2c2bcfc517a6aff0b20c1024272b87a102d5e7ca27abe4a3ae000

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:52.029248Z digest=sha256:38fb12eda8244456dab6590c5b36309b456943543eb5f122693b51ad6773142b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:52.236685Z digest=sha256:8694d955403c7430f91a472a30da65c3b4634e78c89b60fb6583110cd16ffb21

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:52.370656Z digest=sha256:31287b83624a467a82b2908d855d49621b9fa74003881d55b6cf63e51feacfb7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:52.517686Z digest=sha256:a8ed736c3d705cdcb94dc6c32359df2d6de0f934fe15583d402b1f4b45da8b40

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=sha256:858a0fb5ff4b6b040dbcee7123cc708832a9515f153fc3dbf6b055902afc20b9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:52.768135Z digest=sha256:26a3da44da61496cadf5508e715e3824d9c256887176d415a889dcabdfc39325

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:52.871895Z digest=sha256:49848ec91a70c8ec0e6e92d3bdcc9329e7e6ca931d05a962c94e42ce041384d4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:52.974890Z digest=sha256:f59156a3cf595060faebdfaf0f38ecf92fa9441e6d9deeea1f5748843f4e85fb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:53.097831Z digest=sha256:8019eb5ce4185f853038c4a5f2ff19cdd9697c01cbdeb607448e10b3d8eddd34

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:53.228041Z digest=sha256:fa6a691c820565edd3e15a05670a87d65fe336ce3951c7e4448c2aec3345986e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:53.348443Z digest=sha256:6c53e476e217d014379a6b89d89b8cefc160322fd26f473066872c702519a0e6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:53.442225Z digest=sha256:3c2c70403b4cd78c36ddc37c4c8534bc18743f2d27c0b2da4e945eab1dafa0ed

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:53.541879Z digest=sha256:0b5506918b9696344c8ed720f3df800bfc90138a228bca121f95931498b77ceb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:53.638687Z digest=sha256:d332109b6f0ca2da89d124f6421bdf104769826d71abaff3ef1b698a34e46f31

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:53.778627Z digest=sha256:99c7e14751c3b48d16fc2e1e3fcdf4133c82bbdaa665e8b5949f3c6e4b1aa986

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:53.871994Z digest=sha256:3f730752d303635c34f8cf5cfa9e222e4a9c4f627d116fa43adbc042b49a7fd7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:54.012041Z digest=sha256:ef179228cec1b3c04322ba99109500ce293f8936070bcc69d6a0e8a2191f507b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:54.091899Z digest=sha256:2fd65c7b5ee74192b193b85401af615ae9b3881a03faab6c1dd9298df10dd308

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:54.219596Z digest=sha256:77a4a3f879e78535c0a7e64f53d45cb4648eea89f909353e0a3916403433b664

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:54.307089Z digest=sha256:a5d90d7abd098b0236d4f00ec28d4a17b455436513d3a4cdf50116d3cf85ee3b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:54.401446Z digest=sha256:7582ef105ed35e0f4f7ddb183d693b5dc35da5ed48d9ae090d284532a965ed21

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:35:52.124837Z digest=sha256:f0852510b99499d2d04ffcda3ae6dee9c73706740c16b9e985310e4292a8cbf7

Pith citing papers

No inbound Pith citation observations are available.