A Review on Fairness in Machine Learning

• 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
• Effective sample size for individual risk predictions: quantifying uncertainty in machine learning models

  2025 The Lancet Digital Health article Mathematics Statistical Methods in Epidemiology Open access

  2

  citations
• Fairness Beyond the Algorithmic Frame: Actionable Recommendations for an Intersectional Approach

  2025 ACM Conference on Fairness, Accountability, and Transparency (FAccT) conference-paper Social Sciences Ethics and Social Impacts of AI Open access

  11

  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
• Effective sample size: A measure of individual uncertainty in predictions

  2024 Statistics in Medicine article Mathematics Statistical Methods in Epidemiology Open access

  16

  citations
• Methodological innovations to strengthen evidence-based serious illness communication

  2023 Patient Education and Counseling article Medicine Palliative Care and End-of-Life Issues

  13

  citations

7 results