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Fairness

Papers

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Showing 3501–3525 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
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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