Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T18:10:14.281626Z
Paper Citation Record · LEDGER
As of 11 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 0 inbound Pith citation observations for arXiv:2501.11597.
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 2026-08-10T18:10:14.281626Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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
74 of 74 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation f867f712-fc9e-4df6-bf74-dca5e6f389df · outbound
Fairness Testing through Extreme Value Theory Goodfellow, Y
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f17c3098-8537-48d2-a587-45dc3b431dd0 · outbound
Fairness Testing through Extreme Value Theory Unresolved cited work
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0203f34-fd76-4860-a2cb-c07b24e4f02d · outbound
Fairness Testing through Extreme Value Theory BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0c5ae76-ed3c-446c-86c5-56e3d053e8aa · outbound
Fairness Testing through Extreme Value Theory Chatgpt: Optimizing language models for dialogue,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c41484ed-5b40-4964-b489-f63c309953bc · outbound
Fairness Testing through Extreme Value Theory Machine bias,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 33d79e4d-00ff-4e6b-8b87-9633ba45134b · outbound
Fairness Testing through Extreme Value Theory ” computer says no!
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b86dc3fe-13b8-459b-8f41-06d37045350f · outbound
Fairness Testing through Extreme Value Theory Automated government for vulnerable citizens: Intermediating rights,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation fe858fb8-1f99-474b-a045-c9faf676f737 · outbound
Fairness Testing through Extreme Value Theory The IRS is targeting the poorest americans,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 3bff96c8-ca29-4182-aa2f-4a0cbe8e7fb6 · outbound
Fairness Testing through Extreme Value Theory Metamorphic testing and debugging of tax preparation soft- ware,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5b85654c-0722-4de6-b6c1-3dba8b35ac4e · outbound
Fairness Testing through Extreme Value Theory The gender gap in employment and wages,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 914d3f52-0b59-4dbb-b404-e81b511be350 · outbound
Fairness Testing through Extreme Value Theory Racial differences in access to high- paying jobs and the wage gap between black and white women,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e41beead-cab4-4ed5-a17e-c097489ed4fa · outbound
Fairness Testing through Extreme Value Theory Fairness through awareness,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 217a6f03-f856-44dd-94d7-f3b0987834e7 · outbound
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5078f0c0-e61a-4b06-a979-34173cd263a6 · outbound
Fairness Testing through Extreme Value Theory Fairness testing: testing software for discrimination,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a481e81c-526b-4512-93f7-0b34a201dcfa · outbound
Fairness Testing through Extreme Value Theory Fairness risk measures,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation cc1a61fe-43f3-4262-8bda-70ac620f096e · outbound
Fairness Testing through Extreme Value Theory A goodness-of-fit test for the distribution tail,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 8dd03e8a-cc9c-4648-98dc-6a29a36910e8 · outbound
Fairness Testing through Extreme Value Theory Measurement- based worst-case execution time estimation using the coefficient of variation,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 42b01a62-6fed-4b93-866d-d08d597a370a · outbound
Fairness Testing through Extreme Value Theory Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation dfd9eeee-56ac-461a-b414-bd968aed8fe5 · outbound
Fairness Testing through Extreme Value Theory Variational autoencoder based synthetic data generation for imbalanced learning,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 155c8088-df0c-49ea-9842-ae4b45e01314 · outbound
Fairness Testing through Extreme Value Theory A reductions approach to fair classification,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a3546523-3126-4e3e-87b9-90d77af8a060 · outbound
Fairness Testing through Extreme Value Theory Bias in machine learning software: Why? how? what to do?
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25406fdf-9bd4-4450-acb6-2d0645d8fe46 · outbound
Fairness Testing through Extreme Value Theory Maat: a novel ensemble approach to addressing fairness and performance bugs for machine learning software,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 597ebf3d-7db9-4d4f-aac4-b37724aa81cc · outbound
Fairness Testing through Extreme Value Theory Don’t lie to me: Avoiding malicious explanations with stealth,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0373a5a0-4bc4-4d21-8831-a73439c2a1bf · outbound
Fairness Testing through Extreme Value Theory Minimax group fairness: Algorithms and experiments,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd56de61-57f3-48bd-8458-b8304deb4e29 · outbound
Fairness Testing through Extreme Value Theory Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation fe61bb52-2a2e-486d-9d0b-96f4e1588da0 · outbound
Fairness Testing through Extreme Value Theory UCI machine learning repository,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1b28a2fd-2d7f-41a0-893d-8f7e386b2f19 · outbound
Fairness Testing through Extreme Value Theory White-box fairness testing through adversarial sampling,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7e7745ba-b3ed-42f2-a204-56cbfde41058 · outbound
Fairness Testing through Extreme Value Theory Neuronfair: Interpretable white-box fairness testing through biased neuron identification,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 03106166-6047-4c48-893d-b3ee2eec8f52 · outbound
Fairness Testing through Extreme Value Theory Efficient white-box fairness testing through gradient search,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94acd4cc-a9ed-45cf-aee0-4d981e497450 · outbound
Fairness Testing through Extreme Value Theory UCI:heart disease data set,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 8179cae1-21aa-4a05-b112-e7171c70b802 · outbound
Fairness Testing through Extreme Value Theory Automated directed fairness testing,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a567bc50-7256-4741-8459-e184ebf52578 · outbound
Fairness Testing through Extreme Value Theory Neuronfair: interpretable white-box fairness testing through biased neuron identification,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db6b7173-3172-4211-b2f7-be0d33514eb0 · outbound
Fairness Testing through Extreme Value Theory Ctab-gan: Effective table data synthesizing,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation bfcca2c2-e4a4-4f75-a4d8-60e3b9a372ff · outbound
Fairness Testing through Extreme Value Theory Autogan: An automated human-out-of-the-loop approach for training generative adversarial networks,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0b76a153-55bb-4060-849c-d6cccefeb4de · outbound
Fairness Testing through Extreme Value Theory Distance correlation gan: Fair tabular data generation with generative adversarial networks,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2647a5f-8914-4b93-a4b7-d8fec97cdbfd · outbound
Fairness Testing through Extreme Value Theory Learning Classifiers from Synthetic Data Using a Multichannel Autoencoder
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4f333612-89db-48a9-9877-28c5051718a4 · outbound
Fairness Testing through Extreme Value Theory Crash data augmentation using variational autoencoder,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d80f63ae-71f5-4e2b-835a-907f0b87159d · outbound
Fairness Testing through Extreme Value Theory Latent imitator: Generating natural individual discriminatory instances for black-box fairness testing,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 3f90d512-b9a3-48f7-93c1-d3d6c411e70c · outbound
Fairness Testing through Extreme Value Theory Methods to distinguish between polynomial and exponential tails,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2ecd5eca-1637-454c-931e-ca39a26cb4bd · outbound
Fairness Testing through Extreme Value Theory Biometry: The principles and practice of statistics in biological research 3rd edition wh freeman and co,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4ab95869-9f3d-4101-87df-efa58d430a82 · outbound
Fairness Testing through Extreme Value Theory Fairness-aware configuration of machine learning libraries,
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a57ac15a-c041-408d-92f3-ee17ffbb9547 · outbound
Fairness Testing through Extreme Value Theory Fairlearn: A toolkit for assessing and improving fairness in AI,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f961b1fd-f46f-4c08-ae34-ab3531989e59 · outbound
Fairness Testing through Extreme Value Theory UCI machine learning repository (german credit),
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 99252bb6-b005-40ae-9e29-e35ee194a49f · outbound
Fairness Testing through Extreme Value Theory UCI machine learning repository (bank marketing),
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6cd97146-1508-41bb-a0c1-c07a35a73111 · outbound
Fairness Testing through Extreme Value Theory Compas software ananlysis,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5c8ff8b4-16bf-49ae-862c-5b64f00fa292 · outbound
Fairness Testing through Extreme Value Theory UCI:default of credit card clients data set,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation afea3d40-6305-4323-b29d-e38d890acea7 · outbound
Fairness Testing through Extreme Value Theory Medical expenditure panel survey,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6f0688ae-68a9-4bb8-b1e3-972537e4c5cb · outbound
Fairness Testing through Extreme Value Theory Student performance data set,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b3eec0bf-0579-4a40-a085-88844e56f24a · outbound
Fairness Testing through Extreme Value Theory TensorFlow: Large-scale machine learning on heterogeneous systems,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f9f43adf-b72b-4baa-9f74-4dbcac145a00 · outbound
Fairness Testing through Extreme Value Theory Scikit-learn: Machine learning in Python,
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17ca5119-d21c-4260-9999-2aa5fd8cfed3 · outbound
Fairness Testing through Extreme Value Theory Automated directed fairness testing,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 706464c3-c866-4181-8046-c2ee1749578d · outbound
Fairness Testing through Extreme Value Theory Fairway: a way to build fair ml software,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 22a01795-bc34-444e-8d2d-19e07ab65496 · outbound
Fairness Testing through Extreme Value Theory Ai fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b2c9bdc9-ac49-47f3-a5b0-269c4fbac212 · outbound
Fairness Testing through Extreme Value Theory A software review for extreme value analysis,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation fd03b0ca-8cd3-4230-b1bf-e4129ded0ad5 · outbound
Fairness Testing through Extreme Value Theory Robust confidence intervals for effect sizes: A comparative study of cohen’s d and cliff’s delta under non-normality and heterogeneous variances,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c29f9e29-f5ca-4472-b642-e8cece91f89b · outbound
Fairness Testing through Extreme Value Theory Ranking and clustering software cost estimation models through a multiple comparisons algorithm,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b8828ff1-650a-4df7-b2cb-0cb36d00b552 · outbound
Fairness Testing through Extreme Value Theory Grouped correlational generative adversarial networks for discrete electronic health records,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 46a47a41-fbab-413b-afbe-7e3f2434b574 · outbound
Fairness Testing through Extreme Value Theory A note on the evaluation of generative models
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f751976-4234-4644-a1e3-d84c732eadc2 · outbound
Fairness Testing through Extreme Value Theory TabSynDex: A Universal Metric for Robust Evaluation of Synthetic Tabular Data
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a871a31-b20d-4a76-bb46-09eb60ba1094 · outbound
Fairness Testing through Extreme Value Theory Gans trained by a two time-scale update rule converge to a local nash equilibrium,
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5af442f4-c089-4632-a339-cb2ad5c57373 · outbound
Fairness Testing through Extreme Value Theory The synthetic data vault,
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 513d31d5-3a11-40d9-b9bb-f4dc0734a83c · outbound
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1f1276ec-d121-4cb4-a6a0-668ca299c92b · outbound
Fairness Testing through Extreme Value Theory Automated Test Generation to Detect Individual Discrimination in AI Models
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ee7893e-cc47-4c89-9d11-061bf9837715 · outbound
Fairness Testing through Extreme Value Theory Neufair: Neural network fairness repair with dropout,
Reference 65
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32eacf49-14e2-466b-83b5-fb5b3d98526e · outbound
Fairness Testing through Extreme Value Theory Adaptive sam- pling for minimax fair classification,
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7676cd7c-5b13-402c-a116-f78f5e7c8930 · outbound
Fairness Testing through Extreme Value Theory Characterizing intersectional group fairness with worst-case comparisons,
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a1531099-78eb-41a9-acf6-3a9beaf88d88 · outbound
Fairness Testing through Extreme Value Theory Adaptive fairness improvement based on causality analysis,
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a0630689-4b23-4c6e-a9df-9e978dfa57a4 · outbound
Fairness Testing through Extreme Value Theory Fairness improvement with multiple protected attributes: How far are we?
Reference 69
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d785cf2c-6f69-40ae-a276-392a8776c6e5 · outbound
Fairness Testing through Extreme Value Theory Worst-case convergence time of ml algorithms via extreme value theory,
Reference 70
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ad9113a-0046-48de-84f4-a68ef543501e · outbound
Fairness Testing through Extreme Value Theory Income inequality in the united states, 1913– 1998,
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 46e08353-c25c-4a90-acf5-98b979f0f09a · outbound
Fairness Testing through Extreme Value Theory Income and wealth concentration in a historical and interna- tional perspective, uc berkeley and nber, forthcoming in john quigley,
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7a30dc8c-c212-4449-8e90-e4d4eaa7985c · outbound
Fairness Testing through Extreme Value Theory Income Inequality in OECD Countries: Data and Explanations,
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 3a21bf7a-bfaf-4c00-9efc-8e8a64a6f1eb · outbound
Fairness Testing through Extreme Value Theory Fairness metrics for recommender systems,
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7bdb6036-8294-4e2f-9848-e17c6131599f · outbound
Fairness Testing through Extreme Value Theory Unresolved cited work
Reference 157
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
No inbound Pith citation observations are available.