Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T20:35:54.401446Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T20:35:54.401446Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
72 of 72 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation f4d8a646-ad60-41f2-97f7-4b83b5742ecc · outbound
Monitoring of Static Fairness A survey of statistical model checking
Reference 1
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.
Observation cbca9ccc-60f6-4f5a-8ec0-bae44968ce3f · outbound
Monitoring of Static Fairness Fairsquare: probabilistic verification of program fairness
Reference 2
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.
Observation b8829292-6b4f-4053-9f99-3ce6ca20721f · outbound
Monitoring of Static Fairness Fairness-aware programming
Reference 3
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.
Observation 31ec68a4-37c5-454c-a1db-3286adc52ef6 · outbound
Monitoring of Static Fairness Pac statistical model checking for markov decision processes and stochastic games
Reference 4
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.
Observation 3872c0a1-1ed5-491f-a8f1-b679b1ea10db · outbound
Monitoring of Static Fairness Baier, B
Reference 5
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.
Observation f2b9ddd7-a7dc-4374-ac9a-3a85504a84da · outbound
Monitoring of Static Fairness Fair normalizing flows
Reference 6
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.
Observation f897d5b5-8896-4f03-a282-0fee5ed5408f · outbound
Monitoring of Static Fairness Specification- based monitoring of cyber-physical systems: a survey on theory, tools and applications
Reference 7
Source-reported events for the cited work
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Observation b7d196bc-df25-482c-802c-304b274303da · outbound
Monitoring of Static Fairness Springer, 2018
Reference 8
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.
Observation 5b2dc528-3e07-4919-8147-daff3f059cb6 · outbound
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
Source-reported events for the cited work
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Observation 52f84281-729f-4a63-bfb9-9c5a259bc74a · outbound
Monitoring of Static Fairness Ai fairness 360: An extensi- ble toolkit for detecting and mitigating algorithmic bias
Reference 10
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.
Observation b5a14374-1bdd-4f33-87a4-82bfce68d991 · outbound
Monitoring of Static Fairness A Convex Framework for Fair Regression
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86d7c637-1b9c-49c4-b145-2d1521799c19 · outbound
Monitoring of Static Fairness Fairlearn: A toolkit for assessing and improving fairness in ai
Reference 12
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.
Observation 2ce9390c-38f2-4649-be1f-4ba747eb18a0 · outbound
Monitoring of Static Fairness Fairness shields: Safeguarding against biased decision makers
Reference 13
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.
Observation be4bac41-33a5-4e9b-b504-478d47a399c5 · outbound
Monitoring of Static Fairness Fair prediction with disparate impact: A study of bias in recidivism prediction instruments
Reference 14
Source-reported events for the cited work
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Observation a03e61d2-a673-48b8-bdb9-41a79d63601e · outbound
Monitoring of Static Fairness Statistical model checking for cyber- physical systems
Reference 15
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.
Observation 742ada64-9dc5-487b-9c1d-caa42736d57f · outbound
Monitoring of Static Fairness Algorithmic decision making and the cost of fairness
Reference 16
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.
Observation dfda6931-0432-42ee-a4f2-21c9bf5c2307 · outbound
Monitoring of Static Fairness Sculley, and Yoni Halpern
Reference 17
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.
Observation 0be87f49-86b7-4fff-9922-b124f9bce1eb · outbound
Monitoring of Static Fairness Optimizing control strategy using statistical model checking
Reference 18
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.
Observation d398af52-4a0a-484c-8e50-379eaab850f6 · outbound
Monitoring of Static Fairness Robust satisfaction of temporal logic over real-valued signals
Reference 19
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.
Observation 786aa533-1fe8-4e4b-9f44-608d23f6a982 · outbound
Monitoring of Static Fairness The accuracy, fairness, and limits of predict- ing recidivism
Reference 20
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.
Observation 0ca9ba0c-213f-494a-850e-eab42e1e5e53 · outbound
Monitoring of Static Fairness Fairness through awareness
Reference 21
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.
Observation cbe6c0e8-a4be-4a76-8b96-27528083d17d · outbound
Monitoring of Static Fairness Individual fairness under compo- sition
Reference 22
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.
Observation f4173591-54a3-4f80-98d5-e58753ddab3c · outbound
Monitoring of Static Fairness Runaway feedback loops in predictive polic- ing
Reference 23
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.
Observation b01930aa-92ba-4990-8097-e3bca1f3c474 · outbound
Monitoring of Static Fairness Concentration without Independence via Information Measures
Reference 24
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.
Observation 38e281b9-ae63-433b-95d6-9a512096d57d · outbound
Monitoring of Static Fairness Real-time Stream-based Monitoring
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf9e6124-169a-43be-8964-139c749dfaa1 · outbound
Monitoring of Static Fairness Certifying and removing disparate im- pact
Reference 26
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.
Observation 931b137c-75dd-4e4c-be09-3cc2ba00766b · outbound
Monitoring of Static Fairness Monitoring event frequencies
Reference 27
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.
Observation cd52579b-f521-4d0b-8947-ef25dfa742d6 · outbound
Monitoring of Static Fairness A theory of reg- ister monitors
Reference 28
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.
Observation 1db09af8-640e-499e-9939-4975546e189f · outbound
Monitoring of Static Fairness Collecting statistics over runtime executions
Reference 29
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.
Observation f54065eb-ec98-4ac4-a105-c103eb2482c3 · outbound
Monitoring of Static Fairness Algorithmic Fairness Verification with Graphical Models
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb2e27cb-a1a7-4efa-b9f8-5fb2a22454a5 · outbound
Monitoring of Static Fairness Justicia: A stochastic sat approach to formally verify fairness
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9976722a-76b8-4f7d-b1f3-310429565cec · outbound
Monitoring of Static Fairness Monitoring Robustness and Individual Fairness
Reference 32
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.
Observation 1e5a28f9-9368-40b2-b3fd-53e578a7c3a2 · outbound
Monitoring of Static Fairness Equality of opportunity in supervised learning
Reference 33
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.
Observation 83f167ab-bf7c-4ea7-8ba4-34319d769d35 · outbound
Monitoring of Static Fairness Runtime monitoring of dynamic fairness properties
Reference 34
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.
Observation aba5d3f9-c0d3-4c0f-ae88-793144f9d418 · outbound
Monitoring of Static Fairness Monitoring algorithmic fairness
Reference 35
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.
Observation e1a3c9b0-c6cb-4c58-9cba-8706b5c71aeb · outbound
Monitoring of Static Fairness Mon- itoring algorithmic fairness under partial observations
Reference 36
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.
Observation 9dffc26e-1afd-4c0f-b279-16cb1024e003 · outbound
Monitoring of Static Fairness Monitorability under assumptions
Reference 37
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.
Observation e862f767-50c5-42af-800f-f1cac248de4e · outbound
Monitoring of Static Fairness Quantitative and approximate mon- itoring
Reference 38
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.
Observation 353806f5-a00d-4d78-8354-6c51de427fda · outbound
Monitoring of Static Fairness Time-uniform, nonparametric, nonasymptotic confidence sequences
Reference 39
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.
Observation 305f0345-38fe-40ef-a4d3-1a1f88edeccd · outbound
Monitoring of Static Fairness Differentially pri- vate fair learning
Reference 40
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.
Observation 1254e862-f2d7-4bc6-8007-0da4237da096 · outbound
Monitoring of Static Fairness General mixing time bounds for finite Markov chains via the absolute spectral gap
Reference 41
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.
Observation 404a8851-0f84-4745-936f-c9dae2803503 · outbound
Monitoring of Static Fairness Ver- ifying individual fairness in machine learning models
Reference 42
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.
Observation 398f1d1d-b1f1-4bbe-ab8b-0c0ac8832035 · outbound
Monitoring of Static Fairness Runtime monitors for markov decision processes
Reference 43
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.
Observation e687f669-3977-4255-b2b7-c603d88b5610 · outbound
Monitoring of Static Fairness Data preprocessing techniques for clas- sification without discrimination
Reference 44
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.
Observation e00d3d60-cbf8-447a-a184-4b9ac5489e7a · outbound
Monitoring of Static Fairness Preventing fairness gerrymandering: Auditing and learning for subgroup fairness
Reference 45
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.
Observation 37c17d3b-7ef3-4d23-97b3-3cdf92e3ed8e · outbound
Monitoring of Static Fairness Inherent Trade-Offs in the Fair Determination of Risk Scores
Reference 46
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.
Observation 5e45e1a5-6849-49a4-b3a8-4d73c58cc459 · outbound
Monitoring of Static Fairness Fairness-aware pac learn- ing from corrupted data
Reference 47
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.
Observation 1843af3f-82a7-400d-8184-c39ab7a0f40e · outbound
Monitoring of Static Fairness Concentration of measure with- out independence: a unified approach via the martingale method
Reference 48
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.
Observation 45602c56-7391-44d3-8be2-1d6efe7b7da4 · outbound
Monitoring of Static Fairness Coun- terfactual fairness
Reference 49
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.
Observation 19c61a9e-a33b-40e8-adaa-819124411eed · outbound
Monitoring of Static Fairness ifair: Learning individually fair data representations for algorithmic decision making
Reference 50
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.
Observation 1827979e-85f0-4eea-8e60-d4b47e701a43 · outbound
Monitoring of Static Fairness Markov chains and mixing times , volume
Reference 51
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.
Observation a2fc3d15-21ae-41e0-93c5-e67617fcbd04 · outbound
Monitoring of Static Fairness Delayed impact of fair machine learning
Reference 52
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.
Observation be383f6e-de0d-42f3-9fbd-ada265dc20f8 · outbound
Monitoring of Static Fairness To predict and serve? Significance, 13(5):14–19, 2016
Reference 53
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.
Observation 761a29d6-022c-4119-9c92-3de6f311dc2d · outbound
Monitoring of Static Fairness Monitoring temporal properties of contin- uous signals
Reference 54
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.
Observation 4ce85af4-d444-40e4-ad6c-30fd7d2a3178 · outbound
Monitoring of Static Fairness A survey on bias and fairness in machine learning
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbad1667-e278-4de0-8096-3ce4f620b9d4 · outbound
Monitoring of Static Fairness Certifying robustness to programmable data bias in decision trees
Reference 56
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.
Observation 0e09652c-38f1-4e9b-840c-54f1a41c4ffb · outbound
Monitoring of Static Fairness The social cost of strategic classification
Reference 57
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.
Observation 8d107347-79f8-4b77-aacd-883e01bfb512 · outbound
Monitoring of Static Fairness Unresolved cited work
Reference 58
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.
Observation 9a3d2973-d502-4702-a923-e570fd635804 · outbound
Monitoring of Static Fairness Dissecting racial bias in an algorithm used to manage the health of populations
Reference 59
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.
Observation 77ae3820-2773-4bbd-b1ce-e33411deb466 · outbound
Monitoring of Static Fairness Quantita- tive automata under probabilistic semantics
Reference 60
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.
Observation 75ad0eff-510e-4bac-8caf-c57bfd039523 · outbound
Monitoring of Static Fairness Concentration inequalities for markov chains by marton couplings and spectral methods
Reference 61
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.
Observation e56ad4c9-1b39-463d-af86-e820c724b7d9 · outbound
Monitoring of Static Fairness How computers see gender: An evaluation of gender classification in commer- cial facial analysis services
Reference 62
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.
Observation 6b13b80f-dd2d-4600-9cdb-52f0254e47e0 · outbound
Monitoring of Static Fairness Chexclusion: Fairness gaps in deep chest x-ray classifiers
Reference 63
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.
Observation 874848e9-612d-47c1-8865-90721f60458b · outbound
Monitoring of Static Fairness Average indi- vidual fairness: Algorithms, generalization and experiments
Reference 64
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.
Observation f673b103-7451-4b30-9e4c-27e754fd2771 · outbound
Monitoring of Static Fairness Runtime verification with state estimation
Reference 65
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.
Observation 8e444ec9-ba75-45a7-acb0-a15058e45b17 · outbound
Monitoring of Static Fairness Probabilistic verification of neural networks against group fairness
Reference 66
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.
Observation 60ff5772-56af-43d3-a909-5819b3787ddf · outbound
Monitoring of Static Fairness Bias preserva- tion in machine learning: the legality of fairness metrics under eu non- discrimination law
Reference 67
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.
Observation ca504777-2a84-4655-81a9-26893aae2353 · outbound
Monitoring of Static Fairness The what-if tool: Interactive prob- ing of machine learning models
Reference 68
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.
Observation 8bea468e-0814-4703-8f7e-87dc278bec99 · outbound
Monitoring of Static Fairness Probabilistic verification of dis- crete event systems using acceptance sampling
Reference 69
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.
Observation c6fca0f5-5be1-4734-bdb7-f367d2997fb5 · outbound
Monitoring of Static Fairness Fairness constraints: A flexible approach for fair clas- sification
Reference 70
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.
Observation 08e53845-6956-4379-8611-77713fb79fcd · outbound
Monitoring of Static Fairness Learning fair representations
Reference 71
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.
Observation 176334f0-1510-4bc3-8528-30641063dfcb · outbound
Monitoring of Static Fairness Unresolved cited work
Reference 107
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.
No inbound Pith citation observations are available.