SOTAVerified

Fairness

Papers

Showing 15611570 of 5676 papers

TitleStatusHype
Explaining AI Decisions: Towards Achieving Human-Centered Explainability in Smart Home Environments0
Fairness Incentives in Response to Unfair Dynamic Pricing0
Unveiling and Mitigating Generalized Biases of DNNs through the Intrinsic Dimensions of Perceptual ManifoldsCode1
Fair Concurrent Training of Multiple Models in Federated Learning0
Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks0
Enforcing Conditional Independence for Fair Representation Learning and Causal Image Generation0
Security and Privacy Product Inclusion0
Explainable AI for Fair Sepsis Mortality Predictive Model0
Privacy-Preserving Debiasing using Data Augmentation and Machine Unlearning0
Transparent AI: Developing an Explainable Interface for Predicting Postoperative Complications0
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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