July 13, 2021 article Open access A Survey on Bias and Fairness in Machine Learning ACM Computing Surveys DOI: 10.1145/3457607 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 33 stored of 5,499 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Language-informed treatment recommendations in psychiatry: bridging the gap in individual predictability 2026 Frontiers in Psychiatry article Computer Science Machine Learning in Healthcare Open access 0 citations Fairness-Aware Ranking Recovery from Pairwise Comparisons 2026 ACM Web Science Conference (WebSci) conference-paper Social Sciences Ethics and Social Impacts of AI Open access 0 citations The emerging relevance of relational justice within algorithmic fairness research: a systematic literature review 2026 AI and Ethics review Social Sciences Ethics and Social Impacts of AI Open access 1 citations Differential privacy for medical deep learning: methods, tradeoffs, and deployment implications 2026 npj Digital Medicine article Computer Science Privacy-Preserving Technologies in Data Open access 29 citations Detecting underdetermination in parameterized quantum circuits 2025 Machine Learning Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access 0 citations AI Bias in Power Systems Domain—Exemplary Cases and Approaches 2025 Energies article Social Sciences Ethics and Social Impacts of AI Open access 7 citations “Even explanations will not help in trusting [this] fundamentally biased system”: A Predictive Policing Case-Study 2025 ACM Conference on User Modeling, Adaptation and Personalization (UMAP) conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access 3 citations Privacy-Friendly and Trustworthy Technology for Society 2025 Digital Society article Social Sciences Privacy, Security, and Data Protection Open access 4 citations Navigating Fairness in AI-based Prediction Models: Theoretical Constructs and Practical Applications 2025 medRxiv preprint Social Sciences Ethics and Social Impacts of AI Open access 5 citations Let’s get in sync: current standing and future of AI-based detection of patient-ventilator asynchrony 2025 Intensive Care Medicine Experimental article Medicine Respiratory Support and Mechanisms Open access 17 citations Facial Recognition in the Public Space: Challenges and Perspectives 2024 Lecture notes in computer science conference-paper Social Sciences Digitalization, Law, and Regulation Open access 0 citations AI in Pre-employment Assessments; How Unbiased, Fair and Objective Is It? 2024 Lecture notes in computer science conference-paper Social Sciences Ethics and Social Impacts of AI Open access 0 citations Policy advice and best practices on bias and fairness in AI 2024 Ethics and Information Technology article Social Sciences Ethics and Social Impacts of AI Open access 105 citations FairSNA: Algorithmic Fairness in Social Network Analysis 2024 ACM Computing Surveys article Social Sciences Ethics and Social Impacts of AI Open access 30 citations Exploring Data Provenance in Handwritten Text Recognition Infrastructure: Sharing and Reusing Ground Truth Data, Referencing Models, and Acknowledging Contributions. Starting the Conversation on How We Could Get It Done 2024 Journal of Data Mining & Digital Humanities article Arts and Humanities Digital Humanities and Scholarship Open access 4 citations Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging 2024 Communications Medicine article Computer Science Privacy-Preserving Technologies in Data Open access 52 citations A Preliminary Study to Examining Per-class Performance Bias via Robustness Distributions 2024 Lecture notes in computer science conference-paper Computer Science Adversarial Robustness in Machine Learning 2 citations Random Sample as a Pre-pilot Evaluation of Benefits and Risks for AI in Public Sector 2024 Communications in computer and information science conference-paper Social Sciences Ethics and Social Impacts of AI 0 citations FAL-CUR: Fair Active Learning using Uncertainty and Representativeness on Fair Clustering 2023 Expert Systems with Applications article Computer Science Machine Learning and Algorithms Open access 6 citations Integrity-based Explanations for Fostering Appropriate Trust in AI Agents 2023 ACM Transactions on Interactive Intelligent Systems article Computer Science Explainable Artificial Intelligence (XAI) Open access 49 citations 1–20 of 33 Page 1 / 2 Next → References 0