Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T04:50:17.948652Z
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2412.01065.
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 2026-08-12T04:50:17.948652Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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
61 of 61 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e26fd337-adea-4857-8d4c-81c936c19a85 · outbound
Lookahead Counterfactual Fairness https://www.kaggle.com/datasets/altruistdelhite04/loan-prediction-problem-dataset
Reference 1
Source-reported events for the cited work
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Observation d445fc69-cff9-4c1f-88fc-89635f9de9a6 · outbound
Lookahead Counterfactual Fairness Counterfactual fairness in synthetic data generation
Reference 2
Source-reported events for the cited work
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Observation 1b4ebfe2-f81c-4028-96a4-449a821b05b3 · outbound
Lookahead Counterfactual Fairness Imposing fairness constraints in synthetic data generation
Reference 3
Source-reported events for the cited work
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Observation aef0ec88-19d3-4ada-9fcc-1d7f9e813802 · outbound
Lookahead Counterfactual Fairness Causal context connects counterfactual fairness to robust prediction and group fairness
Reference 4
Source-reported events for the cited work
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Observation 2238d868-dac2-4364-94af-482b08e52c26 · outbound
Lookahead Counterfactual Fairness Information discrepancy in strategic learning
Reference 5
Source-reported events for the cited work
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Observation c8c1a9dc-5cba-41eb-a276-084a292ec97a · outbound
Lookahead Counterfactual Fairness Estimating and penalizing induced preference shifts in recommender systems
Reference 6
Source-reported events for the cited work
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Observation 8a33d836-ff8f-40f4-9456-e883db701b3c · outbound
Lookahead Counterfactual Fairness Path-specific counterfactual fairness
Reference 7
Source-reported events for the cited work
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Observation 74ad543d-8fbf-469d-9eba-64c153adc588 · outbound
Lookahead Counterfactual Fairness Disparities in Dermatology AI: Assessments Using Diverse Clinical Images
Reference 8
Source-reported events for the cited work
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Observation 1a2c0290-e4e9-4fff-a3e9-5802e35567c9 · outbound
Lookahead Counterfactual Fairness Amazon scraps secret ai recruiting tool that showed bias against women
Reference 9
Source-reported events for the cited work
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Observation e6275d8a-6379-4157-9e67-a812cbf1a81b · outbound
Lookahead Counterfactual Fairness Transport-based counterfactual models
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6494385a-390f-4217-89fd-8bade825b363 · outbound
Lookahead Counterfactual Fairness Preference dynamics under personalized recommendations
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation bfed6709-749b-4ae3-b076-7199c4d75426 · outbound
Lookahead Counterfactual Fairness Online certification of preference-based fairness for personalized recommender systems
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ee18cf84-c9db-4937-b09a-e9ca9f1e2a16 · outbound
Lookahead Counterfactual Fairness Achieving counterfactual fairness with imperfect structural causal model
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 773da82f-646a-4aca-b242-77025c33c7e5 · outbound
Lookahead Counterfactual Fairness Causal adversarial perturbations for individual fairness and robustness in heterogeneous data spaces
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 8e9102b1-4541-4f90-9723-00d7abd3d4d6 · outbound
Lookahead Counterfactual Fairness Towards long-term fairness in recommendation
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 64c7bbe7-5ccf-4333-9d58-82fefbe43fed · outbound
Lookahead Counterfactual Fairness Practical markov chain monte carlo
Reference 16
Source-reported events for the cited work
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Observation ad167801-7a02-4e31-817f-e1dc61fcbdd0 · outbound
Lookahead Counterfactual Fairness Causal inference in statistics: A primer
Reference 17
Source-reported events for the cited work
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Observation 4a011f04-7711-4e5c-814f-8f7924f5ee67 · outbound
Lookahead Counterfactual Fairness Precof: counterfactual explanations for fairness
Reference 18
Source-reported events for the cited work
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Observation b5101ca4-b0d9-4f44-8630-7c9b4975af34 · outbound
Lookahead Counterfactual Fairness Strategic classification
Reference 19
Source-reported events for the cited work
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Observation de269c5b-4d95-44a7-9491-886a30db91e7 · outbound
Lookahead Counterfactual Fairness Equality of opportunity in supervised learning
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e5081ff1-7b2d-4e8c-b98d-024baec87192 · outbound
Lookahead Counterfactual Fairness Runtime monitoring of dynamic fairness properties
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a3a8fa69-36b7-4d10-9a79-abc4b0c2304a · outbound
Lookahead Counterfactual Fairness Monitoring Algorithmic Fairness
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4f5ef0f7-077a-42f8-8fd5-9bb4507cdc56 · outbound
Lookahead Counterfactual Fairness Achieving long-term fairness in sequential decision making
Reference 23
Source-reported events for the cited work
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Observation 92ea0d84-fbde-49a7-b571-0b43fb83c5f5 · outbound
Lookahead Counterfactual Fairness Fairness in algorithmic decision making: An excursion through the lens of causality
Reference 24
Source-reported events for the cited work
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Observation a232cc56-a955-4ecd-bc03-169a6bae7ba2 · outbound
Lookahead Counterfactual Fairness Fair sequential selection using supervised learning models
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 762cbc39-f095-47af-915c-d39291dcda28 · outbound
Lookahead Counterfactual Fairness Improving fairness and privacy in selection problems
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 242e56f8-ae78-4566-9c5b-463d0adf94c9 · outbound
Lookahead Counterfactual Fairness Loss balancing for fair supervised learning
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d4e4a582-f939-4f6a-b0f2-cb8f68d90c26 · outbound
Lookahead Counterfactual Fairness Avoiding discrimination through causal reasoning
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7a6b033d-ebf1-4403-bece-31ecc57f70dc · outbound
Lookahead Counterfactual Fairness Counterfactual fairness
Reference 29
Source-reported events for the cited work
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Observation 09a03669-253f-49c0-8be3-333e8d4bc6f9 · outbound
Lookahead Counterfactual Fairness Delayed impact of fair machine learning
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae528fc9-77c3-430e-9de1-80908d5d536c · outbound
Lookahead Counterfactual Fairness The disparate equilibria of algorithmic decision making when individuals invest rationally
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ca8837dc-431e-478e-ad63-07c575f02cc6 · outbound
Lookahead Counterfactual Fairness Learning for counterfactual fairness from observational data
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 19f86f6e-c08b-4f5a-8838-60cc3d1b4c3d · outbound
Lookahead Counterfactual Fairness Sequential Conditional Transport on Probabilistic Graphs for Interpretable Counterfactual Fairness
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 756a3c40-52b0-444a-88d8-05e073544d89 · outbound
Lookahead Counterfactual Fairness Strategic classification is causal modeling in disguise
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b845a8e5-9704-4348-bc8e-fd8a24329c4e · outbound
Lookahead Counterfactual Fairness Fair inference on outcomes
Reference 35
Source-reported events for the cited work
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Observation 69e2ac67-7f7d-412f-85b3-f12f9f60fb58 · outbound
Lookahead Counterfactual Fairness Counterfactual Identifiability of Bijective Causal Models
Reference 36
Source-reported events for the cited work
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Observation f6c19093-ca35-4b13-8012-de6a6b1ba383 · outbound
Lookahead Counterfactual Fairness Models, reasoning and inference
Reference 37
Source-reported events for the cited work
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Observation 3f84a666-2aec-430f-b146-b4dbc871e0a7 · outbound
Lookahead Counterfactual Fairness The matrix reloaded: Towards counterfactual group fairness in machine learning
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 75e94cb8-0595-4dc0-980c-c2593823e2ed · outbound
Lookahead Counterfactual Fairness Aligning (Medical) LLMs for (Counterfactual) Fairness
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c3352a0-dbe7-477d-9818-9f3c47abb474 · outbound
Lookahead Counterfactual Fairness From predictions to decisions: Using lookahead regularization
Reference 40
Source-reported events for the cited work
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Observation 81904313-8059-49cb-a0fc-71fc1f2c342b · outbound
Lookahead Counterfactual Fairness Average user-side counterfactual fairness for collaborative filtering
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a468af4c-e7d6-4705-868b-6b7645e0dbd5 · outbound
Lookahead Counterfactual Fairness Causal strategic linear regression
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d0942219-1ad5-4b16-8ba5-643b2597106a · outbound
Lookahead Counterfactual Fairness Tier Balancing: Towards Dynamic Fairness over Underlying Causal Factors
Reference 43
Source-reported events for the cited work
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Observation 0cc194f7-4006-4084-84ca-5da1013cc5a0 · outbound
Lookahead Counterfactual Fairness Why machine learning may lead to unfairness: Evidence from risk assessment for juvenile justice in catalonia
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b8b8ebfc-345f-4324-970a-53d0f8350d1c · outbound
Lookahead Counterfactual Fairness Advancing graph counterfactual fairness through fair representation learning
Reference 45
Source-reported events for the cited work
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Observation 6f6365e4-e445-439d-bc05-986ae24fd033 · outbound
Lookahead Counterfactual Fairness Toward fair graph neural networks via real counterfactual samples
Reference 46
Source-reported events for the cited work
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Observation 718cd8b1-42c4-4f3e-8540-ac1362ea97f9 · outbound
Lookahead Counterfactual Fairness Lsac national longitudinal bar passage study
Reference 47
Source-reported events for the cited work
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Observation 075094e5-71aa-4f0b-a63b-253983256ad4 · outbound
Lookahead Counterfactual Fairness Counterfactual fairness: Unidentification, bound and algorithm
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c55e323a-c9a2-4a39-8102-d80c749b7d62 · outbound
Lookahead Counterfactual Fairness Mirrorfair: Fixing fairness bugs in machine learning software via counterfactual predictions
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4889aa02-18d7-4325-b8e5-48a38fcd3265 · outbound
Lookahead Counterfactual Fairness Automating Data Annotation under Strategic Human Agents: Risks and Potential Solutions
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89f3c75a-3b17-4c90-9810-b2da1f8fa5d8 · outbound
Lookahead Counterfactual Fairness Non-linear Welfare-Aware Strategic Learning
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 665d2bd1-eabd-4ace-ad68-c34d75c85d18 · outbound
Lookahead Counterfactual Fairness Learning under imitative strategic behavior with unforeseeable outcomes
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d81b57be-e344-412c-9ea9-f9c7cbc20304 · outbound
Lookahead Counterfactual Fairness Achieving differential privacy and fairness in logistic regression
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2126328f-6a42-4585-a55c-a8825b12e916 · outbound
Lookahead Counterfactual Fairness Fairness beyond disparate treatment & disparate impact: Learning classification without disparate mistreatment
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67f611bb-949a-4ff3-8b65-46d5be193be3 · outbound
Lookahead Counterfactual Fairness Group retention when using machine learning in sequential decision making: the interplay between user dynamics and fairness
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 83f6919f-91af-4c86-9bac-122c84a3823b · outbound
Lookahead Counterfactual Fairness How do fair decisions fare in long-term qualification? Advances in Neural Information Processing Systems, 33: 0 18457--18469, 2020
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 18ad810e-3e00-4232-a66f-a613420311f8 · outbound
Lookahead Counterfactual Fairness Fairness interventions as ( D is) I ncentives for strategic manipulation
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b274307c-637b-4ff3-afe5-dddec83a6da4 · outbound
Lookahead Counterfactual Fairness Improving practical counterfactual fairness with limited causal knowledge
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 915e8a1f-45b9-47e0-8740-d7b04c532b89 · outbound
Lookahead Counterfactual Fairness Counterfactual fairness with partially known causal graph
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3cb7cf84-5099-4138-82ee-167790604d61 · outbound
Lookahead Counterfactual Fairness Counterfactually fair representation
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4849a0ab-2c87-4b37-a80e-70a16c48cf4d · outbound
Lookahead Counterfactual Fairness write newline
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.