SOTAVerified

Fairness

Papers

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Showing 3876–3900 of 5676 papers

TitleStatusHype
Neuro-Symbolic Verification of Deep Neural NetworksCode0
Explainability for identification of vulnerable groups in machine learning models—0
Selection, Ignorability and Challenges With Causal Fairness—0
Are Big Recommendation Models Fair to Cold Users?—0
Fast Feature Selection with Fairness Constraints—0
Setting Fair Incentives to Maximize Improvement—0
KL Divergence Estimation with Multi-group AttributionCode0
EdgeMixup: Improving Fairness for Skin Disease Classification and Segmentation—0
Efficient Attribute Unlearning: Towards Selective Removal of Input Attributes from Feature Representations—0
The Unfairness of Popularity Bias in Book RecommendationCode0
The Unfairness of Active Users and Popularity Bias in Point-of-Interest RecommendationCode0
On Learning and Testing of Counterfactual Fairness through Data Preprocessing—0
se-Shweshwe Inspired Fashion Generation—0
A Fair Pricing Model via Adversarial Learning—0
Attainability and Optimality: The Equalized Odds Fairness Revisited—0
A Fair Empirical Risk Minimization with Generalized EntropyCode0
Exploring the Unfairness of DP-SGD Across Settings—0
Fairness-Aware Naive Bayes Classifier for Data with Multiple Sensitive Features—0
Improving fairness in speaker verification via Group-adapted Fusion NetworkCode0
A Complete Criterion for Value of Information in Soluble Influence Diagrams—0
The Larger The Fairer? Small Neural Networks Can Achieve Fairness for Edge Devices—0
Towards User-Centered Metrics for Trustworthy AI in Immersive Cyberspace—0
Speciesist bias in AI -- How AI applications perpetuate discrimination and unfair outcomes against animals—0
Sensing as a Service in 6G Perceptive Networks: A Unified Framework for ISAC Resource Allocation—0
Bayes-Optimal Classifiers under Group FairnessCode0
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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