Big Data's Disparate Impact

Cited by (1,102)

Items 801–900 of 1,102

1. An ethical intuitionist account of transparency of algorithms and its gradations
   Paul Hayes · 2020 · BuR - Business Research
2. Towards Autonomous Vehicles in Smart Cities: Risks and Risk Governance
   Araz Taeihagh, Hazel Si Min Lim · 2021 · EAI/Springer Innovations in Communication and Computing
3. The Fair Housing Act Today: Current Context and Challenges at 50
   Katherine M. O’Regan · 2018 · Housing Policy Debate
4. Fair Outlier Detection
   P Deepak, Savitha Sam Abraham · 2020 · Lecture notes in computer science
5. Fair and Unbiased Algorithmic Decision Making: Current State and Future Challenges
   Songül Tolan · 2019 · arXiv (Cornell University)
6. Fair Division Without Disparate Impact
   Alexander Peysakhovich, Christian Kroer · 2019 · arXiv (Cornell University)
7. To Split or Not to Split: The Impact of Disparate Treatment in Classification
   Hao Wang, Hsiang Hsu, Mario Díaz · 2020 · arXiv (Cornell University)
8. Combating Anti-Blackness in the AI Community
   Devin Guillory · 2020 · arXiv (Cornell University)
9. Equitable Allocation of Healthcare Resources with Fair Cox Models
   Kamrun Naher Keya, Rashidul Islam, Shimei Pan, Ian Stockwell, James R. Foulds · 2020 · arXiv (Cornell University)
10. Hypergraph Clustering for Finding Diverse and Experienced Groups
    Amburg, Ilya, Nate Veldt, Austin R. Benson · 2020 · arXiv (Cornell University)
11. Fair Normalizing Flows
    Mislav Balunović, Anian Ruoss, Martin Vechev · 2021 · arXiv (Cornell University)
12. The Impoverished Publicness of Algorithmic Decision Making
    Frost, Neli · 2024 · Oxford Journal of Legal Studies
13. Establish legal and regulatory standards for the testing and validation of AI systems to ensure their reliability and safety in operational environments
    Legha Mamta Ranjitsingh, T. V. Subba Rao · 2025 · International Journal of Systems Assurance Engineering and Management
14. Transitioning Towards a Proactive Practice: A Longitudinal Field Study on the Implementation of a ML System in Adult Social Care
    Tyler Reinmund, Lars Kunze, Marina Denise Jirotka · 2024 · CHI Conference on Human Factors in Computing Systems
15. A cross-lingual syntactic investigation of gender bias and stereotyping in GPT-4o: English vs Hindi
    Suvrat Arora, Aditi Srivastava · 2024 · AI and Ethics
16. La dignidad humana frente a la inteligencia artificial: un análisis ético y normativo en América Latina
    Jorge Antonio Breceda Pérez · 2024 · Trayectorias Humanas Trascontinentales
17. La decisión robótica: algoritmos, interpretación y justicia predictiva
    Ettore Battelli · 2020 · Revista de Derecho Privado
18. The Many Facets of Data Equity
    H. V. Jagadish, Julia Stoyanovich, B. Howe · 2022 · EDBT/ICDT Workshops
19. Socially Fair Coverage: The Fairness Problem in Coverage Planning and a New Anytime-Fair Method
    Martim Brandão · 2021 · IEEE Workshop on Advanced Robotics and its Social Impacts (ARSO)
20. Desigualdades algorítmicas
    María José Añón Roig · 2022 · Derechos y libertades: Revista de Filosofía del Derecho y derechos humanos
21. The Potential Impacts of the National Security Uses of Big Data Predictive Analytics on Human Rights
    Reza Montasari · 2023 · Advances in information security
22. The Right to Be an Exception to a Data-Driven Rule
    Sarah Huiyi Cen, Manish Raghavan · 2023
23. The democratic offset: Contestation, deliberation, and participation regarding military applications of AI
    Johannes Thumfart · 2023 · AI and Ethics
24. Using Copies to Remove Sensitive Data: A Case Study on Fair Superhero Alignment Prediction
    Irene Unceta, Jordi Nin, Oriol Pujol · 2019 · Lecture notes in computer science
25. Flawed Like Us and the Starry Moral Law: Review of Machines Like Me by Ian McEwan
    Tae Wan Kim · 2021 · Journal of Business Ethics
26. A Moral Political Economy: Present, Past, and Future
    Federica Carugati, Margaret Levi · 2021
27. Behavioral Phenotyping for Predictive Model Equity and Interpretability in STEM Education
    Marcus Tyler, Alex X. Liu, Ravi Srinivasan · 2021 · Lecture notes in computer science
28. Fairness-Aware Decision Tree Editing Based on Mixed- Integer Linear Optimization
    Kentaro Kanamori, Hiroki Arimura · 2021 · Transactions of the Japanese Society for Artificial Intelligence
29. Towards a political theory of data justice: a public good perspective
    Chi Leung Kwok, Ngai Keung Chan · 2021 · Journal of Information Communication and Ethics in Society
30. Queer Reflections on AI
    Michael Klipphahn-Karge, Ann-Kathrin Koster, Sara Morais dos Santos Bruss · 2023 · Routledge eBooks
31. Critical Challenges for the Visual Representation of Deep Neural Networks
    Kieran Browne, Ben Swift, Henry Gardner · 2018 · Human-computer interaction series
32. A System Framework for Personalized and Transparent Data-Driven Decisions
    Sarah Oppold, Melanie Herschel · 2020 · Lecture notes in computer science
33. Predictive Policing in China: An Authoritarian Dream of Public Security
    Daniel Sprick · 2019 · Kölner Universitäts PublikationsServer (Universität zu Köln)
34. Mapping for accessibility: A case study of ethics in data science for social good
    Anissa Tanweer, Nicholas Bolten, Margaret Drouhard, Jess Hamilton, Anat Caspi, Brittany Fiore-Gartland, Kaicheng Tan · 2017 · arXiv (Cornell University)
35. Identifying Bias in Name Matching Tasks
    Alexandros Karakasidis, Evaggelia Pitoura · 2019 · Movebank
36. Maximum Weighted Loss Discrepancy
    Fereshte Khani, Aditi Raghunathan, Percy Liang · 2019 · arXiv (Cornell University)
37. ProPublica's COMPAS Data Revisited
    Matias Barenstein · 2019 · RePEc: Research Papers in Economics
38. Crank up the volume: preference bias amplification in collaborative recommendation
    Kun Lin, Nasim Sonboli, Bamshad Mobasher · 2019 · arXiv (Cornell University)
39. AI-Mediated Exchange Theory
    Xiao Ma, Taylor Brown · 2020 · arXiv (Cornell University)
40. Artificial Intelligence, Machine Learning, and Gender Bias
    Nil Uzun Weidner · 2020 · The International Encyclopedia of Gender, Media, and Communication
41. Power and Productivity: Institutions, Ideology, and Technology in Political Economy
    Yochai Roberts Benkler · 2020 · SSRN Electronic Journal
42. A Bandit-Based Algorithm for Fairness-Aware Hyperparameter Optimization
    André Ferreira Cruz, Pedro Saleiro, Catarina Belém, Carlos Soares, Pedro Bizarro · 2020 · arXiv (Cornell University)
43. Datafication on the Farm: An Exploration of the Social Impacts of Agricultural Big Data on Canadian Crop Farms
    Sarah Marquis · 2020 · The Atrium (University of Guelph)
44. Understanding and Mitigating Accuracy Disparity in Regression
    Jianfeng Chi, Han Zhao, Gordon, Geoffrey J., Yuan Tian · 2021 · arXiv (Cornell University)
45. Adaptive Sampling for Minimax Fair Classification
    Shubhanshu Shekhar, Fields, Greg, Mohammad Ghavamzadeh, Tara Javidi · 2021 · arXiv (Cornell University)
46. Information Theoretic Measures for Fairness-aware Feature Selection
    Sajad Khodadadian, Mohamed Nafea, AmirEmad Ghassami, Negar Kiyavash · 2021 · arXiv (Cornell University)
47. What do Bias Measures Measure
    Sunipa Dev, Emily Sheng, Jieyu Zhao, Jiao Sun, Yu Hou, Mattie Sanseverino, Ji‐In Kim, Nanyun Peng, Kai-Wei Chang · 2021 · arXiv (Cornell University)
48. Fairness for AUC via Feature Augmentation
    Hortense Fong, Vineet Kumar, Anay Mehrotra, Nisheeth K. Vishnoi · 2022 · ACM Conference on Fairness, Accountability, and Transparency (FAccT)
49. Toward an Ethic of Synthetic Relationality: Identity, Intimacy, and Risk in AI-Mediated Roleplay Environments
    Bhat, Maalvika · 2025 · Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society
50. Algorithmic abstractions of ‘fashion identity’ and the role of privacy with regard to algorithmic personalisation systems in the fashion domain
    Daria Onitiu · 2021 · AI & Society
51. Encoding the Enemy: The Politics Within and Around Ethical Algorithmic War
    Jeremy Moses, Geoffrey Ford · 2023 · Global Society
52. Fair Classification with Counterfactual Learning
    Maryam Tavakol · 2020 · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
53. Leveraging Expert Consistency to Improve Algorithmic Decision Support
    Maria De‐Arteaga, Vincent Jeanselme, Artur W. Dubrawski, Alexandra Chouldechova · 2025 · Management Science
54. Learning from a black box
    Shaowei Ke, Brian Wu, Chen Zhao · 2024 · Journal of Economic Theory
55. Algorithmic Fairness in Chest X-ray Diagnosis: A Case Study
    Haoran Zhang, Thomas Hartvigsen, Marzyeh Ghassemi · 2023
56. Drones, Resistance and Countersurveillance
    Aleš Završník · 2015 · Springer eBooks
57. A KDD Process for Discrimination Discovery
    Salvatore Ruggieri, Franco Turini · 2016 · Lecture notes in computer science
58. Responsabilité sociale des entreprises
    David Restrepo Amariles, Arnaud VAN WAEYENBERGE, Lorenzo Colombani · 2017 · Revue française de gestion
59. An Algorithmic Framework for Positive Action
    Oliver Thomas, Miri Zilka, Adrian Weller, Novi Quadrianto · 2021 · ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO)
60. Accountability in Computing: Concepts and Mechanisms
    Joan Feigenbaum, Aaron D. Jaggard, Rebecca N. Wright · 2020 · Foundations and Trends® in Privacy and Security
61. Discretion, Automation, and Proportionality
    Lena Enqvist, Markus Naarttijärvi · 2023 · Springer eBooks
62. In Defense of Big Data Analytics
    Mark MacCarthy · 2018 · Cambridge University Press eBooks
63. Algorithmic Bias In Current Hiring Practices: An Ethical Examination
    Dragoș Bîgu, Mihail-Valentin Cernea · 2019 · RePEc: Research Papers in Economics
64. How Fair Is IS Research?
    Mateusz Dolata, Gerhard Schwabe · 2021 · Springer eBooks
65. Workshop on Fairness, Accountability, Confidentiality, Transparency, and Safety in Information Retrieval (FACTS-IR)
    Alexandra Olteanu, J. Garcia-Gathright, M. de Rijke, Michael D. Ekstrand · 2019 · Annual International ACM SIGIR Conference on Research and Development in Information Retrieval
66. Batman or the joker?
    Kaiqun Fu, Abdulaziz Alhamadani, Taoran Ji, Chang‐Tien Lu · 2019 · SIGSPATIAL Special
67. The Importance of Modeling Data Missingness in Algorithmic Fairness: A Causal Perspective
    Naman Goel, Alfonso Amayuelas, Amit Deshpande, Amit Kumar Sharma · 2021 · Proceedings of the AAAI Conference on Artificial Intelligence
68. FairRover
    Hantian Zhang, Nima Shahbazi, Xu Chu, Abolfazl Asudeh · 2021 · Workshop on Data Management for End-to-End Machine Learning (DEEM)
69. Psychological targeting in the age of Big Data
    Ruth E. Appel, Sandra Matz · 2021 · Elsevier eBooks
70. FlipTest: Fairness Auditing via Optimal Transport.
    Emily Black, Samuel Yeom, Matt Fredrikson · 2019 · arXiv (Cornell University)
71. Quantifying the Impact of User Attention on Fair Group Representation in Ranked Lists
    Piotr Sapieżyński, Wesley Zeng, Ronald E. Robertson, Alan E. Mislove, Christo Wilson · 2019 · arXiv (Cornell University)
72. Intersectional Affirmative Action Policies for Top-k Candidates Selection
    Giorgio Barnabò, Carlos Castillo, Michael Mathioudakis, Sergio Celis · 2020 · arXiv (Cornell University)
73. Comparing Fair Ranking Metrics
    Amifa Raj, Michael D. Ekstrand · 2020 · arXiv (Cornell University)
74. A Stochastic Alternating Balance $k$-Means Algorithm for Fair Clustering
    Suyun Liu, Luis Nunes Vicente · 2021 · arXiv (Cornell University)
75. Identifying Biased Subgroups in Ranking and Classification
    Eliana Pastor, Luca de Alfaro, Elena Baralis · 2021 · arXiv (Cornell University)
76. Proceedings of The ACM Collective Intelligence Conference
    2023
77. The administrative state and artificial intelligence: toward an internal law of administrative algorithms
    Haim, Amit · 2023
78. Conceptualising Contestability: Perspectives on Contesting Algorithmic Decisions
    Lyons, Henrietta, Velloso, Eduardo, Miller, Tim · 2021 · Proceedings of the ACM on Human-Computer Interaction
79. Data bias, algorithmic discrimination and the fairness issues of individual credit accessibility
    Shenggang Yang, Wenbo Ma, Sangzhi Zhu, Ao Shu, Yue Zhou · 2025 · Journal of Accounting Literature
80. The interpreter’s trap: how explainable AI launders uncertainty into justification—a socio-legal case study of COMPAS risk assessment
    Keita Sode · 2026 · AI & Society
81. Digital Shred: Case Study of a Remote Privacy Literacy Collaboration
    Sarah Hartman‐Caverly, Alexandria Edyn Chisholm, Alexandrea Glenn · 2023 · College & Research Libraries
82. AI and Political Polarization
    Anuttama Ghose, Pallav Pallav, S. Mahmud Ali · 2025 · Advances in finance, accounting, and economics book series
83. Challenges of Democratization in the Age of AI
    Tommy Kibera Kiilu · 2025 · Advances in computational intelligence and robotics book series
84. Artificial Intelligence: Designing a Legal Platform to Prevent and Resolve Legal Problems
    Thomas D. Barton · 2020 · Law for professionals
85. Tourism and Big Data in a post-COVID-19 world: the utopian and dystopian rhetoric
    Maria João Vaz, Helena Machado · 2022 · International Conference on Tourism Research
86. Data-Driven Decision Making in the Public Sector: A Systematic Review
    Rodrigo Speckhahn Soares da Silva, Claudelino Martins Dias, Rogério Tadeu de Oliveira Lacerda · 2022 · International Journal of Advanced Engineering Research and Science
87. The Rule of Law for Artificial Intelligence in Public Administration: A System Safety Perspective
    Nouws, Sem, Dobbe, Roel · 2024 · Information Technology and Law Series
88. Classification Rule Mining Supported by Ontology for Discrimination Discovery
    Binh Thanh Luong, Salvatore Ruggieri, Franco Turini · 2016 · IEEE ... International Conference on Data Mining workshops
89. Überwachung durch Big Data – Das Beispiel der Polizei
    Sarah Brayne · 2021 · KZfSS Kölner Zeitschrift für Soziologie und Sozialpsychologie
90. Bias Silhouette Analysis: Towards Assessing the Quality of Bias Metrics for Word Embedding Models
    Maximilian Spliethöver, Henning Wachsmuth · 2021 · International Joint Conference on Artificial Intelligence
91. Algorithmic reputation and information equity
    Michael A. Katell · 2018 · Proceedings of the Association for Information Science and Technology
92. Ethics and Digital Innovation in Finance
    Antonio Argandoña · 2020 · International handbooks in business ethics
93. Use of Big Data Analytics by Tax Authorities
    Brendan Walker-Munro · 2020 · Advances in information security, privacy, and ethics book series
94. Machine Learning and Law and Economics: A Preliminary Overview
    Sang-Chul Park, Haksoo Ko · 2020 · Asian Journal of Law and Economics
95. Algorithmic Fairness and its Limits in Group-Formation.
    Otto Sahlgren, Arto Laitinen · 2020 · Tampere University Institutional Repository (Tampere University)
96. Digital Media and Democracy
    Andreas Jungherr, Gonzalo Rivero, Daniel Gayo-Avello · 2020 · Retooling Politics
97. How Is Socially Responsible Academic Performance Prediction Possible?
    Birte Keller, Marco Lünich, Frank Marcinkowski · 2022 · Advances in higher education and professional development book series
98. Bayesian Sensitivity Analysis for Offline Policy Evaluation
    Jongbin Jung, Ravi Shroff, Avi Feller, Sharad Goel · 2020 · Proceedings of the AAAI/ACM Conference on AI Ethics and Society
99. Explaining the Neural Network: A Case Study to Model the Incidence of Cervical Cancer
    Paulo J.G. Lisboa, Sandra Ortega‐Martorell, Iván Olier · 2020 · Communications in computer and information science
100. Adjusting for Confounding in Unsupervised Latent Representations of Images
     Craig A. Glastonbury, Michael Ferlaino, Christoffer Nellåker · 2018 · arXiv (Cornell University)