On the Privacy Risks of Algorithmic Fairnessdoi:10.1109/EUROSP51992.2021.00028Hongyan ChangReza ShokriIEEEIEEE European Symposium on Security and Privacy
The short paper discusses algorithmic fairness by focusing on non-discrimination and a few important laws in the European Union (EU). In addition to the EU laws addressing discrimination explicitly, the discussion is based on the EU's recently enacted regulation for artificial intelligence (AI) and...
doi:10.1007/s13347-025-00844-1Algorithmic fairnessImpossibilityFeasibilityPolitical philosophySpringer NetherlandsPhilosophy & TechnologyOtto Sahlgrenhttps://ror.org/033003e23grid.502801.e0000 0001 2314 6254Faculty of Social Sciences, Department of PhilosophyTampere University Tampere Finland...
2020Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects 2019Efficient Logspace Classes for Enumeration, Counting, and Uniform Generation 2019Interventional Fairness : Causal Database Repair for Algorithmic Fairness 2019On the Enumeration Complexity of Unions of Conjunctive Queries ...
Based on user-related data, an algorithmic news recommendation service (ANRS) predicts users’ reading preferences and selectively recommends news. Given the double-edged opinions on ANRS, identifying and managing crucial factors influencing users’ sati
technological and algorithmic solutions to these challenges have been investigated: on the one hand, federated learning (FL) has been proposed as a paradigm for collaborative model training among multiple parties without any disclosure of private raw data; on the other hand, research on eXplainable ...
A. Ethical limitations of algorithmic fairness solutions in health care machine learning. Lancet Digit. Health 2, e221–e223 (2020). Article PubMed Google Scholar Weidinger, L. et al. Taxonomy of risks posed by language models. in 2022 ACM Conference on Fairness, Accountability, and ...
Relevant areas include: Search and Ranking. Research on core IR algorithmic topics, such as: Queries and query analysis (e.g., query intent, query understanding, query suggestion and prediction, query representation and reformulation, spoken queries) Web search (e.g., ranking of web content, ra...
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SI Algo Bias & Fairness 2020 : Special Issue on Algorithmic Bias and Fairness in Search and Recommendation - Information Processing & Management (I.F. 3.892)