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Fairness

Papers

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Showing 3501–3550 of 5676 papers

TitleStatusHype
Effects of algorithmic flagging on fairness: quasi-experimental evidence from Wikipedia—0
The effects of data preprocessing on probability of default model fairness—0
ELEVATE-GenAI: Reporting Guidelines for the Use of Large Language Models in Health Economics and Outcomes Research: an ISPOR Working Group on Generative AI Report—0
The Equity Framework: Fairness Beyond Equalized Predictive Outcomes—0
The European AI Liability Directives -- Critique of a Half-Hearted Approach and Lessons for the Future—0
The Explabox: Model-Agnostic Machine Learning Transparency & Analysis—0
The FACTS of Technology-Assisted Sensitivity Review—0
The Fair Language Model Paradox—0
The fairness-accuracy landscape of neural classifiers—0
The Fairness-Accuracy Pareto Front—0
The Fairness Fair: Bringing Human Perception into Collective Decision-Making—0
The Fairness Field Guide: Perspectives from Social and Formal Sciences—0
The Fairness of Credit Scoring Models—0
The Fairness of Machine Learning in Insurance: New Rags for an Old Man?—0
The Fairness-Quality Trade-off in Clustering—0
The Fair Value of Data Under Heterogeneous Privacy Constraints in Federated Learning—0
The Flawed Foundations of Fair Machine Learning—0
The four-fifths rule is not disparate impact: a woeful tale of epistemic trespassing in algorithmic fairness—0
The Frontiers of Fairness in Machine Learning—0
The Golden Rule as a Heuristic to Measure the Fairness of Texts Using Machine Learning—0
The Great Deception: A Comprehensive Study of Execution Strategies in Corporate Share Buy-Backs—0
"The Human Body is a Black Box": Supporting Clinical Decision-Making with Deep Learning—0
The Human Factor in AI Red Teaming: Perspectives from Social and Collaborative Computing—0
The Impact and Opportunities of Generative AI in Fact-Checking—0
The Impact of Balancing Real and Synthetic Data on Accuracy and Fairness in Face Recognition—0
The Impact of Data Preparation on the Fairness of Software Systems—0
The Impact of Differential Feature Under-reporting on Algorithmic Fairness—0
Interventions Against Machine-Assisted Statistical Discrimination—0
The Impact of Explanations on Fairness in Human-AI Decision-Making: Protected vs Proxy Features—0
The Impact of Generalization Techniques on the Interplay Among Privacy, Utility, and Fairness in Image Classification—0
The Impact of Persona-based Political Perspectives on Hateful Content Detection—0
The Impact of Popularity Bias on Fairness and Calibration in Recommendation—0
The Impact of Racial Distribution in Training Data on Face Recognition Bias: A Closer Look—0
The implicit fairness criterion of unconstrained learning—0
The Importance of Modeling Data Missingness in Algorithmic Fairness: A Causal Perspective—0
The Impossibility of Fair LLMs—0
The impossibility of "fairness": a generalized impossibility result for decisions—0
The Impossibility Theorem of Machine Fairness -- A Causal Perspective—0
The Incentives that Shape Behaviour—0
The influence of missing data mechanisms and simple missing data handling techniques on fairness—0
The Intersectionality Problem for Algorithmic Fairness—0
The invisible power of fairness. How machine learning shapes democracy—0
The Journey to Trustworthy AI: Pursuit of Pragmatic Frameworks—0
The Larger The Fairer? Small Neural Networks Can Achieve Fairness for Edge Devices—0
The Leximin Approach for a Sequence of Collective Decisions—0
The Limits of "Fairness" of the Variational Generalized Nash Equilibrium—0
The Long Arc of Fairness: Formalisations and Ethical Discourse—0
The Male CEO and the Female Assistant: Evaluation and Mitigation of Gender Biases in Text-To-Image Generation of Dual Subjects—0
The Managerial Effects of Algorithmic Fairness Activism—0
The many dimensions of algorithmic fairness in educational applications—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86—Unverified
21D-CSNNPredictive Equality (age)97.8—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96—Unverified