SOTAVerified

Fairness

Papers

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Showing 1951–1975 of 5676 papers

TitleStatusHype
Fair Allocation Based Soft Load Shedding—0
Fair Allocation in Dynamic Mechanism Design—0
Abstracting Fairness: Oracles, Metrics, and Interpretability—0
Fair and Accurate Regression: Strong Formulations and Algorithms—0
Evolutionary Reinforcement Learning: A Systematic Review and Future Directions—0
Building Trustworthy Multimodal AI: A Review of Fairness, Transparency, and Ethics in Vision-Language Tasks—0
Fair and efficient contribution valuation for vertical federated learning—0
Fair and Efficient Distributed Edge Learning with Hybrid Multipath TCP—0
Evolutionary Multi-Objective Optimisation for Fairness-Aware Self Adjusting Memory Classifiers in Data Streams—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
A Novel NOMA Solution with RIS Partitioning—0
Fair and Optimal Cohort Selection for Linear Utilities—0
EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations—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
Evidence-based explanation to promote fairness in AI systems—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
Building Ethically Bounded AI—0
Everything is Relative: Understanding Fairness with Optimal Transport—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