SOTAVerified

Fairness

Papers

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Showing 2401–2425 of 5676 papers

TitleStatusHype
Fairness in Multi-Agent Planning—0
Fairness in Multi-agent Reinforcement Learning for Stock Trading—0
Fairness in Multi-Agent Sequential Decision-Making—0
Copying Machine Learning Classifiers—0
Fairness in Preference-based Reinforcement Learning—0
Fairness in Ranking: A Survey—0
Aggregating Concepts of Accuracy and Fairness in Prediction Algorithms—0
Fairness via AI: Bias Reduction in Medical Information—0
Fairness in Recommendation: Foundations, Methods and Applications—0
Fairness in Recommendation Ranking through Pairwise Comparisons—0
Fairness Vs. Personalization: Towards Equity in Epistemic Utility—0
Fairness in Reinforcement Learning—0
Fairness in Reinforcement Learning: A Survey—0
Fairness in Reinforcement Learning with Bisimulation Metrics—0
Fairly Accurate: Optimizing Accuracy Parity in Fair Target-Group Detection—0
Fairness in representation: quantifying stereotyping as a representational harm—0
Fairness in Semi-supervised Learning: Unlabeled Data Help to Reduce Discrimination—0
Fairly Accurate: Learning Optimal Accuracy vs. Fairness Tradeoffs for Hate Speech Detection—0
Fairness in Streaming Submodular Maximization: Algorithms and Hardness—0
Fairness in Streaming Submodular Maximization over a Matroid Constraint—0
Fairness in Submodular Maximization over a Matroid Constraint—0
Fairness in Supervised Learning: An Information Theoretic Approach—0
Collaborative Policy Learning for Dynamic Scheduling Tasks in Cloud-Edge-Terminal IoT Networks Using Federated Reinforcement Learning—0
Counterfactual Fairness Evaluation of Machine Learning Models on Educational Datasets—0
FairLoRA: Unpacking Bias Mitigation in Vision Models with Fairness-Driven Low-Rank Adaptation—0
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All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

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