SOTAVerified

Fairness

Papers

Showing 601610 of 5676 papers

TitleStatusHype
An experimental study on fairness-aware machine learning for credit scoring problem0
An example of prediction which complies with Demographic Parity and equalizes group-wise risks in the context of regression0
An Examination of Fairness of AI Models for Deepfake Detection0
Adversarial Fairness Network0
A New Paradigm for Counterfactual Reasoning in Fairness and Recourse0
Balancing out Bias: Achieving Fairness Through Balanced Training0
A new look at fairness in stochastic multi-armed bandit problems0
A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics0
Balancing out Bias: Achieving Fairness Through Balanced Training0
Balancing Profit and Fairness in Risk-Based Pricing Markets0
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Benchmark Results

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