SOTAVerified

Fairness

Papers

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Showing 3076–3100 of 5676 papers

TitleStatusHype
Fair Algorithms for Multi-Agent Multi-Armed Bandits—0
Fair Allocation Based Soft Load Shedding—0
Fair Allocation in Dynamic Mechanism Design—0
Fair and Accurate Regression: Strong Formulations and Algorithms—0
Fair and efficient contribution valuation for vertical federated learning—0
Fair and Efficient Distributed Edge Learning with Hybrid Multipath TCP—0
Fairness for Multi-Self Agents—0
Fair and Efficient Resource Allocation with Partial Information—0
Fair and Energy-Efficient Activation Control Mechanisms for Repeater-Assisted Massive MIMO—0
Most Equitable Voting Rules—0
Fair and Green Hyperparameter Optimization via Multi-objective and Multiple Information Source Bayesian Optimization—0
Fair and Optimal Cohort Selection for Linear Utilities—0
Fair and skill-diverse student group formation via constrained k-way graph partitioning—0
Fair and Unbiased Algorithmic Decision Making: Current State and Future Challenges—0
Fair and Useful Cohort Selection—0
Fair Anomaly Detection For Imbalanced Groups—0
FairASR: Fair Audio Contrastive Learning for Automatic Speech Recognition—0
Fair assignment of indivisible objects under ordinal preferences—0
FairAutoML: Embracing Unfairness Mitigation in AutoML—0
Fair AutoML Through Multi-objective Optimization—0
Bandit Learning with Delayed Impact of Actions—0
Fair Bayesian Optimization—0
FairBelief - Assessing Harmful Beliefs in Language Models—0
FairMonitor: A Four-Stage Automatic Framework for Detecting Stereotypes and Biases in Large Language Models—0
fairBERTs: Erasing Sensitive Information Through Semantic and Fairness-aware Perturbations—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