SOTAVerified

Fairness

Papers

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Showing 1951–2000 of 5676 papers

TitleStatusHype
Fair Allocation Based Soft Load Shedding—0
Fair Allocation in Dynamic Mechanism Design—0
A Novel Terabit Grid-of-Beam Optical Wireless Multi-User Access Network with Beam Clustering—0
Fair and Accurate Regression: Strong Formulations and Algorithms—0
A Novel Regularization Approach to Fair ML—0
Abstracting Fairness: Oracles, Metrics, and Interpretability—0
Fair and efficient contribution valuation for vertical federated learning—0
Fair and Efficient Distributed Edge Learning with Hybrid Multipath TCP—0
Evolutionary Reinforcement Learning: A Systematic Review and Future Directions—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
Building Trustworthy Multimodal AI: A Review of Fairness, Transparency, and Ethics in Vision-Language Tasks—0
Fair and Optimal Cohort Selection for Linear Utilities—0
Evolutionary Multi-Objective Optimisation for Fairness-Aware Self Adjusting Memory Classifiers in Data Streams—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
A Novel NOMA Solution with RIS Partitioning—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
EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations—0
Evidence-based explanation to promote fairness in AI systems—0
Building Ethically Bounded AI—0
FairAutoML: Embracing Unfairness Mitigation in AutoML—0
Fair AutoML Through Multi-objective Optimization—0
Everything is Relative: Understanding Fairness with Optimal Transport—0
Building Better Open-Source Tools to Support Fairness in Automated Scoring—0
A novel initialisation based on hospital-resident assignment for the k-modes algorithm—0
Adversarial Testing in LLMs: Insights into Decision-Making Vulnerabilities—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
Everyone deserves their voice to be heard: Analyzing Predictive Gender Bias in ASR Models Applied to Dutch Speech Data—0
Evaluation of group fairness measures in student performance prediction problems—0
FairBranch: Mitigating Bias Transfer in Fair Multi-task Learning—0
FairCanary: Rapid Continuous Explainable Fairness—0
Fair-Capacitated Clustering—0
Fair Causal Feature Selection—0
Fair-CDA: Continuous and Directional Augmentation for Group Fairness—0
Fair Classification and Social Welfare—0
Fair Classification via Transformer Neural Networks: Case Study of an Educational Domain—0
Fair Classification via Unconstrained Optimization—0
Building A Unified AI-centric Language System: analysis, framework and future work—0
Evaluation of Fairness Trade-offs in Predicting Student Success—0
Bugs in Machine Learning-based Systems: A Faultload Benchmark—0
A Novel Approach to Fair Power Allocation for NOMA in Visible Light Communication—0
Evaluation Framework for AI Systems in "the Wild"—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