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Exposing the Illusion of Fairness: Auditing Vulnerabilities to Distributional Manipulation Attacks
Arxiv
0+阅读 · 6月16日
Ablation Study of a Fairness Auditing Agentic System for Bias Mitigation in Early-Onset Colorectal Cancer Detection
Arxiv
0+阅读 · 6月15日
No-Free-Fairness: Fundamental Limits and Trade-offs in Learning Systems
Arxiv
0+阅读 · 6月16日
Geometrical fairness in graph neural networks
Arxiv
0+阅读 · 6月16日
Towards Fair Predictions: Group Conditional Concordance Index to Quantify Fairness in Time-to-Event Prognostication
Arxiv
0+阅读 · 6月15日
A fairness-aware extension of Stochastic Multicriteria Acceptability Analysis for ranking
Arxiv
0+阅读 · 6月16日
Evaluating Intersectional Fairness across Clinical Machine Learning Use Cases using Fairlogue and the All of Us Research Program
Arxiv
0+阅读 · 6月15日
Assessing Predictive Models for Fairness Based on Movement Patterns
Arxiv
0+阅读 · 6月15日
Repeated Bilateral Trade: The Quest for Fairness
Arxiv
0+阅读 · 6月13日
Competitive Analysis for Online Fair Division under Multiple Fairness Notions
Arxiv
0+阅读 · 6月13日
The Fair Lending Model: How the Longest-Running Algorithmic Fairness Programs Work in Practice
Arxiv
0+阅读 · 6月12日
Truth, Justice, and Secrecy: Cake Cutting Under Privacy Constraints
Arxiv
0+阅读 · 6月14日
Discrimination-free Insurance Pricing with Privatized Sensitive Attributes
Arxiv
0+阅读 · 6月12日
Multi-User Dueling Bandits: A Fair Approach using Nash Social Welfare
Arxiv
0+阅读 · 6月13日
Equity with Efficiency: An Empirical Study of Tokenizers for Multilingual Large Language Models
Arxiv
0+阅读 · 6月13日
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