SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1151–1200 of 5676 papers

TitleStatusHype
Attainability and Optimality: The Equalized-Odds Fairness Revisited—0
A Keyword Based Approach to Understanding the Overpenalization of Marginalized Groups by English Marginal Abuse Models on Twitter—0
Achieving Arbitrary Throughput-Fairness Trade-offs in the Inter Cell Interference Coordination with Fixed Transmit Power Problem—0
Data Readiness for AI: A 360-Degree Survey—0
Dataset | Mindset = Explainable AI | Interpretable AI—0
Collaborative Mean Estimation Among Heterogeneous Strategic Agents: Individual Rationality, Fairness, and Truthful Contribution—0
Dbias: Detecting biases and ensuring Fairness in news articles—0
DECAF: Learning to be Fair in Multi-agent Resource Allocation—0
A Trip Towards Fairness: Bias and De-Biasing in Large Language Models—0
A Transparent Framework for Evaluating Unintended Demographic Bias in Word Embeddings—0
A Transparency Index Framework for AI in Education—0
aiXamine: Simplified LLM Safety and Security—0
Adaptive Gradient Sparsification for Efficient Federated Learning: An Online Learning Approach—0
A Transformer-Based Deep Learning Approach for Fairly Predicting Post-Liver Transplant Risk Factors—0
A Transactive Energy Market Framework Considering Network Constraints and Fairness—0
A toolkit of dilemmas: Beyond debiasing and fairness formulas for responsible AI/ML—0
A Three-Way Knot: Privacy, Fairness, and Predictive Performance Dynamics—0
AI-powered mechanisms as judges: Breaking ties in chess—0
Achievement and Fragility of Long-term Equitability—0
A Theoretical Approach to Characterize the Accuracy-Fairness Trade-off Pareto Frontier—0
A TextGCN-Based Decoding Approach for Improving Remote Sensing Image Captioning—0
Aiming to Minimize Alcohol-Impaired Road Fatalities: Utilizing Fairness-Aware and Domain Knowledge-Infused Artificial Intelligence—0
A Technical and Normative Investigation of Social Bias Amplification—0
A Taxonomy of Challenges to Curating Fair Datasets—0
Adaptive Fairness Improvement Based on Causality Analysis—0
Data Generation via Latent Factor Simulation for Fairness-aware Re-ranking—0
Adaptive Fairness-Aware Online Meta-Learning for Changing Environments—0
Data Justice in Practice: A Guide for Developers—0
A Tale of Fairness Revisited: Beyond Adversarial Learning for Deep Neural Network Fairness—0
A Systems Thinking Approach to Algorithmic Fairness—0
AI in Support of Diversity and Inclusion—0
Data Management for Causal Algorithmic Fairness—0
Data Obfuscation through Latent Space Projection (LSP) for Privacy-Preserving AI Governance: Case Studies in Medical Diagnosis and Finance Fraud Detection—0
Data Plagiarism Index: Characterizing the Privacy Risk of Data-Copying in Tabular Generative Models—0
A Systematic Review of Machine Learning in Sports Betting: Techniques, Challenges, and Future Directions—0
A Systematic Literature Review on Client Selection in Federated Learning—0
AI for Explaining Decisions in Multi-Agent Environments—0
A Systematic Approach to Group Fairness in Automated Decision Making—0
A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results—0
AI Fairness via Domain Adaptation—0
GRAIL: A Benchmark for GRaph ActIve Learning in Dynamic Sensing Environments—0
A Survey on Trustworthy Recommender Systems—0
A Survey on Trustworthiness in Foundation Models for Medical Image Analysis—0
AI Fairness in Practice—0
A Survey on the Fairness of Recommender Systems—0
Representation Bias in Data: A Survey on Identification and Resolution Techniques—0
AI Fairness: from Principles to Practice—0
A Characterization of Maximum Nash Welfare for Indivisible Goods—0
Data-driven Distributed Control to Scale EV Integration into Power Grid—0
A Survey on Preserving Fairness Guarantees in Changing Environments—0
Show:102550
← PrevPage 24 of 114Next →
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