SOTAVerified

Fairness

Papers

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Showing 4151–4175 of 5676 papers

TitleStatusHype
A Frank System for Co-Evolutionary Hybrid Decision-Making—0
A Free and Fair Economy: A Game of Justice and Inclusion—0
A Game-Theoretic Approach to Recommendation Systems with Strategic Content Providers—0
A Game-theoretic Model of the Consumer Behavior Under Pay-What-You-Want Pricing Strategy—0
Age-Based Device Selection and Transmit Power Optimization in Over-the-Air Federated Learning—0
A General Framework for Fairness in Multistakeholder Recommendations—0
A General Framework for Fair Regression—0
A General Framework for Temporal Fair User Scheduling in NOMA Systems—0
SGDE: Secure Generative Data Exchange for Cross-Silo Federated Learning—0
Agent Incentives: A Causal Perspective—0
Agents on the Bench: Large Language Model Based Multi Agent Framework for Trustworthy Digital Justice—0
Aggregating Concepts of Accuracy and Fairness in Prediction Algorithms—0
Adversarial training approach for local data debiasing—0
AGR: Age Group fairness Reward for Bias Mitigation in LLMs—0
A Graph-based Approach for Mitigating Multi-sided Exposure Bias in Recommender Systems—0
A Green Multi-Attribute Client Selection for Over-The-Air Federated Learning: A Grey-Wolf-Optimizer Approach—0
A Group Fairness Lens for Large Language Models—0
Unsupervised Model Selection for Variational Disentangled Representation Learning—0
A Human-Centered Approach to Interactive Machine Learning—0
A Human-Centered Review of Algorithms in Decision-Making in Higher Education—0
A Human-Centric Perspective on Fairness and Transparency in Algorithmic Decision-Making—0
A Human-Centric Take on Model Monitoring—0
A Human-in-the-loop Framework to Construct Context-aware Mathematical Notions of Outcome Fairness—0
A Human Rights-Based Approach to Responsible AI—0
A Hybrid 2-stage Neural Optimization for Pareto Front Extraction—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