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Paper Citation Record · LEDGER

Monitoring of Static Fairness

As of 10 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 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:46.508110Z digest=sha256:f9234f211360b28072b7b889632befb2c61192fc224f59a7a09787e1ffded88c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:46.600280Z digest=sha256:e1caf6fa0329654599df697dcce236a038b38e9485336de9366ed2f38d5f351a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:46.688960Z digest=sha256:e73e4c43e671de857f4e301c49290e1b777db30d5fb28d9986efff6975b1c6b2

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:46.837733Z digest=sha256:ff5ba871b0d6d6677fadaba58b2d040a0e8f1550ec5ecf9cc2207885be41e453

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:46.960742Z digest=sha256:abd5d32091fbcfbfa46bfe506112ee37e89233b6845a438a2716fd8f43a745f4

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:47.113171Z digest=sha256:4c90186731c423571e732d14c18383e8b9b4ab77602a37d8c7f7305fa242ff33

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:47.302313Z digest=sha256:bfc4f7dfba3fa554ff13ef6580bee8a9f17edf326489b704dd0ddea940ba66e4

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:47.435060Z digest=sha256:f281fa5b9cc93052f05cb34bd03c09ca78b1291abfc1b2b65972fd485dc36020

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:47.565389Z digest=sha256:77b6b828f969af40d9454492ed1ef87f98fcd643d4d77dfe9f9d98ab99bc767b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:47.751039Z digest=sha256:e584c76a790df38f21d4f74a02b4c36d10505eed4b855cd2d81f87cedb4ffedb

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:48.078613Z digest=sha256:2ab3767342c94a0952be4f164c626b9a623b84c99898e7076d444078c0fbfd60

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:48.214425Z digest=sha256:5779f7cbe640edfd943fbb42f93683eedd39167dfc681fa498e70f06311b63e7

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:48.367982Z digest=sha256:43d747bea59fc56bbb24204d8e1499a0446d69f4a3838acb8c7a1d2cbf061117

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:48.470010Z digest=sha256:ce5bf78a66131d154afc0fd4e73f41b105041094ef5671a44a6a2a18548b25d6

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:48.615547Z digest=sha256:fc3a267e064fc9f18ee12f270c3f20793a30bee5880fabc9e0f3b8c61394f2aa

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:48.763599Z digest=sha256:b33dc2dfdb7be16c411d66139e2571624e79a0392b7846a835b658043363130a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:48.915517Z digest=sha256:ddd4715884d1383bbbc4738abab9cb39860d692c6eaa32be06a0f83f13e68c9a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:48.985623Z digest=sha256:689e5996dbc04d5c56211e7c2d7db0359859cbd77ec2292d3f46d4ebd3976673

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:49.058233Z digest=sha256:9e990646b555d1aa567d4f00b2fb842bef95c58bcf49cc125313593c74bdf836

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:49.127565Z digest=sha256:950055caa5bf407f254caa7fe0dcdcf4819063ee0cd387386508a18c8165b22e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:49.199088Z digest=sha256:8929f1119161173c8c020885c698cc33d06ed010db188d21cc1454f501b98be4

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:49.247217Z digest=sha256:715928788de507519b5af4ecc0ed8b13c943e44e15cd7d9f0f3f2800e79bf9d1

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:49.298091Z digest=sha256:3d82de26e7fb11a0170b3ba8a661b31e18459bad59c3857f1ce1188dc86af3ca

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:49.450226Z digest=sha256:60c130f73ea050abbaff59696b6d39b44827ca2df0857ee5b2b9fa5a81cb6906

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:49.524329Z digest=sha256:b541a76cd22986a75ea3de9ef25610c293215b662f0b72bc96557a42e5ec75d7

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:49.585536Z digest=sha256:97a26c4c5a266538a10b6f891ff5fc1213a89afa5b9038db0f829eb2b5044a84

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:49.651107Z digest=sha256:60e101d8be95fb4f85ed33455a4ca4fe6fe6d4480bc160f24e837fe741af8267

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:49.863048Z digest=sha256:96892f65abd6715bfd97b7b4be8d1cf55fc9f753ceb5f240cd1fbe3d89280ce8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:49.934106Z digest=sha256:45a3ff5b9b5737eee165be6371b0cf86a9ea83558eb6234e5249513fc993b0ba

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:50.075853Z digest=sha256:6c62f113f0e49dadf285455aeba582182c058925e71ab0001a424e269bbe8a2e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:50.202248Z digest=sha256:de4274d0d7dd4b282394a51a99ac4277105bd2aa9f09e94bb8cba88f4c1b69e7

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:50.304917Z digest=sha256:7a87b684439b0b14b756ae868a0f08b2be36e6f59cae2aa96d1f13b49ac35a7d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:50.416927Z digest=sha256:a43951cca541d1cdff5ba8a6837b42f72bc8bc20c85531d830fd369dc3e0e929

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:50.551167Z digest=sha256:2fba686e7f2d7daa834d8cc487f0a3a7a142a072fe78675fdd52e556caabae78

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:50.644189Z digest=sha256:30b9dc9daf804e87de33c2bf01aa64db94d51d7813734fdbf50fc83479456501

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:50.757397Z digest=sha256:f7ef17d06756841c10445f507cba68a278b03e379cd9e9ba3f2be1e82f4afe2b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:50.877127Z digest=sha256:e3afebd2f4518bcc63f9ab3cdd642e4842ce84e3b6d19d8992e51a90b1de47ea

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:50.956274Z digest=sha256:3d2d377c830a23dd54d9aaf6802a89879ce7b975c90f5906430dd89199559a39

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:51.053319Z digest=sha256:08a0e57dfb620adc3f12818561cd420ae335348c609ab68068793ba2d4e64505

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:51.163831Z digest=sha256:ea2f213ef3e1ebaa4018dff2615c898c8cb5256cf9a183108b107e66d96576cd

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:51.315374Z digest=sha256:e33cd12b4cbd164505975a8f4234abd7eea19a70fe39d8fb1a89f4a48de515b9

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:51.439195Z digest=sha256:464fd3753420eb073b15a97715f1d970b485252f3d6cafeef0bd0908d032b00b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:51.540623Z digest=sha256:d7f369a045f66fe42854ac19f7171f00a6709bca21c1aab37667246a1588ad4e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:51.657198Z digest=sha256:d300b5ab4eb380b9a979fa2db7765d84ad62ff4717ab4ea3cf42206e89a330c4

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:51.783045Z digest=sha256:cbb07e5ba2d594b48213cc94e64ae5be2ca6625b1f73045f8e87be8fc58e80a5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:51.909533Z digest=sha256:dff749fffdc97a4f66f14951763e6dbf9902a4ed5d5308d0ad417cec0fc853a5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:52.029248Z digest=sha256:f71f7043331bda67796ce72982604eba501bf3588cb0fe5f91f15663379362c6

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:52.236685Z digest=sha256:1d66d4126e397848acce77325be577014bb5d18d3ce6fbafe265594067254a36

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:52.370656Z digest=sha256:6d5e0c3ea9dc610767e5be3ff4c6b2ea7770dc198904454f7af90285975ebd2e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:52.517686Z digest=sha256:cff31c8bcedc8dd1cc64f18469538b345d8b3d81dbcfcca075e1ec1cda7f3d9d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:52.768135Z digest=sha256:0e88b95f59e90880db09bd7882c30582c65da962ccecba29c19424fb976c81b4

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:52.871895Z digest=sha256:b11fa9f9f0986d67ff708bb96aaf77240eae60535c7e0c6267592e46615c862b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:52.974890Z digest=sha256:76895ab4b8fa6dba059500b56832c240c37ded1e17aa23ad3549192bb7134e9c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:53.097831Z digest=sha256:7f4d1f9780abcc675a7b3e8a3ef5817aaccb94b76421b9ed192761a73af70ee2

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:53.228041Z digest=sha256:24f2eb184666f318490d9975b2440c3bbfd1be5c1095a458f100084e6f97db8d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:53.348443Z digest=sha256:2d5ac362a898a954db344d7d893ff4b6653fb43b41d9203b082f6bc581100964

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:53.442225Z digest=sha256:55475f907aac4757a93966703b1157e5a7224ff93dca5f2d2fa264ff731068bf

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:53.541879Z digest=sha256:6629cf887f0b546481c265dc9f96e556ec0756ccb98ead2149a7133f0c553e58

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:53.638687Z digest=sha256:7d3131c3cb222aadfb62067356525d98d50d72c702ee0895da8ce640dc1ef2e7

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:53.778627Z digest=sha256:a9482052530babeeb6c15b39711e48e9fb5f9158ab4db4871fe22852d0f9787d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:53.871994Z digest=sha256:e084f99793d60b88f760dfba3495aa3e5a8e5df4945ab9b5d318496991fe98b9

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:54.012041Z digest=sha256:1901d589115454b4d4fc395180bdc4b866893829ed8e34aa567041b216b4663b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:54.091899Z digest=sha256:0b2d560d95f596038fdc4a266939234f4ba782c80738bf9fbc0ddaad2c7a6fca

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:54.219596Z digest=sha256:b1a29a641220fcc7beeb06778c9de5f90611303bfb1ea616d693776b9e00a900

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:54.307089Z digest=sha256:996590c699e197efe81d876c13c9fb9055494df873c322bb64c8714345cf856b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:54.401446Z digest=sha256:570d18be21f55128fb927f375e6fe56d3f53fabb7a0ebc3ebc3db259e6f719ff

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:35:52.124837Z digest=sha256:6036a70a5eee767f69dddaa94fac99d10b71b9afc66c14de13d729de3b69efed

Pith citing papers

No inbound Pith citation observations are available.