SOTAVerified

Fairness

Papers

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Showing 2226–2250 of 5676 papers

TitleStatusHype
Fairness and Friends—0
ComplAI: Theory of A Unified Framework for Multi-factor Assessment of Black-Box Supervised Machine Learning Models—0
Fairness And Performance In Harmony: Data Debiasing Is All You Need—0
Fairness and Privacy Guarantees in Federated Contextual Bandits—0
Towards Secure and Private AI: A Framework for Decentralized Inference—0
Fairness and Privacy in Voice Biometrics:A Study of Gender Influences Using wav2vec 2.0—0
Fairness and Randomness in Machine Learning: Statistical Independence and Relativization—0
Fairness and representation in satellite-based poverty maps: Evidence of urban-rural disparities and their impacts on downstream policy—0
Fairness and robustness in anti-causal prediction—0
Composable Core-sets for Determinant Maximization: A Simple Near-Optimal Algorithm—0
Fairness and Robustness in Machine Unlearning—0
Assessing FAIRness of the Digital Shadow Reference Model—0
Fairness and Sequential Decision Making: Limits, Lessons, and Opportunities—0
Fairness and Transparency in Recommendation: The Users' Perspective—0
Fairness and underspecification in acoustic scene classification: The case for disaggregated evaluations—0
Fairness and Welfare Quantification for Regret in Multi-Armed Bandits—0
Fairness as a Program Property—0
Fairness as Equality of Opportunity: Normative Guidance from Political Philosophy—0
Fairness Assessment for Artificial Intelligence in Financial Industry—0
Fairness at Every Intersection: Uncovering and Mitigating Intersectional Biases in Multimodal Clinical Predictions—0
Assessing Group Fairness with Social Welfare Optimization—0
Fairness-aware Adversarial Perturbation Towards Bias Mitigation for Deployed Deep Models—0
Fairness-aware Agnostic Federated Learning—0
Fairness-aware Bayes optimal functional classification—0
Fairness: from the ethical principle to the practice of Machine Learning development as an ongoing agreement with stakeholders—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