SOTAVerified

Fairness

Papers

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Showing 4401–4450 of 5676 papers

TitleStatusHype
On the Existence of Simpler Machine Learning Models—0
Fairness Concerns in App Reviews: A Study on AI-based Mobile Apps—0
A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems—0
A Study on Bias and Fairness In Deep Speaker Recognition—0
A Study on Fairness and Trust Perceptions in Automated Decision Making—0
A Suite of Fairness Datasets for Tabular Classification—0
A survey of algorithmic recourse: definitions, formulations, solutions, and prospects—0
A Survey of Defenses against AI-generated Visual Media: Detection, Disruption, and Authentication—0
Towards Fairness-Aware Federated Learning—0
Addressing Fairness Issues in Deep Learning-Based Medical Image Analysis: A Systematic Review—0
A survey of Identification and mitigation of Machine Learning algorithmic biases in Image Analysis—0
A Survey of NOMA: State of the Art, Key Techniques, Open Challenges, Security Issues and Future Trends—0
A Survey of Out-of-distribution Generalization for Graph Machine Learning from a Causal View—0
A survey of recent methods for addressing AI fairness and bias in biomedicine—0
A Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges—0
A Survey on Bias and Fairness in Natural Language Processing—0
A survey on bias in machine learning research—0
A Survey on Fairness-aware Recommender Systems—0
A Survey on Fairness in Large Language Models—0
A survey on fairness of large language models in e-commerce: progress, application, and challenge—0
A Survey on Intersectional Fairness in Machine Learning: Notions, Mitigation, and Challenges—0
A survey on knowledge-enhanced multimodal learning—0
A Survey on LLM-based News Recommender Systems—0
A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions—0
A Survey on Preserving Fairness Guarantees in Changing Environments—0
Representation Bias in Data: A Survey on Identification and Resolution Techniques—0
A Survey on the Fairness of Recommender Systems—0
A Survey on Trustworthiness in Foundation Models for Medical Image Analysis—0
A Survey on Trustworthy Recommender Systems—0
A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results—0
A Systematic Approach to Group Fairness in Automated Decision Making—0
A Systematic Literature Review on Client Selection in Federated Learning—0
A Systematic Review of Machine Learning in Sports Betting: Techniques, Challenges, and Future Directions—0
A Systems Thinking Approach to Algorithmic Fairness—0
A Tale of Fairness Revisited: Beyond Adversarial Learning for Deep Neural Network Fairness—0
A Taxonomy of Challenges to Curating Fair Datasets—0
A Technical and Normative Investigation of Social Bias Amplification—0
A TextGCN-Based Decoding Approach for Improving Remote Sensing Image Captioning—0
A Theoretical Approach to Characterize the Accuracy-Fairness Trade-off Pareto Frontier—0
A Three-Way Knot: Privacy, Fairness, and Predictive Performance Dynamics—0
A toolkit of dilemmas: Beyond debiasing and fairness formulas for responsible AI/ML—0
A Transactive Energy Market Framework Considering Network Constraints and Fairness—0
A Transformer-Based Deep Learning Approach for Fairly Predicting Post-Liver Transplant Risk Factors—0
A Transparency Index Framework for AI in Education—0
A Transparent Framework for Evaluating Unintended Demographic Bias in Word Embeddings—0
A Trip Towards Fairness: Bias and De-Biasing in Large Language Models—0
Attainability and Optimality: The Equalized-Odds Fairness Revisited—0
Attainability and Optimality: The Equalized Odds Fairness Revisited—0
Attention-based QoE-aware Digital Twin Empowered Edge Computing for Immersive Virtual Reality—0
Attention Pruning: Automated Fairness Repair of Language Models via Surrogate Simulated Annealing—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