SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4001–4025 of 5676 papers

TitleStatusHype
GRAIL: A Benchmark for GRaph ActIve Learning in Dynamic Sensing Environments—0
50 Years of Test (Un)fairness: Lessons for Machine Learning—0
A2SF: Accumulative Attention Scoring with Forgetting Factor for Token Pruning in Transformer Decoder—0
A3:Ambiguous Aberrations Captured via Astray-Learning for Facial Forgery Semantic Sublimation—0
A Balance for Fairness: Fair Distribution Utilising Physics in Games of Characteristic Function Form—0
A Bandit-Based Algorithm for Fairness-Aware Hyperparameter Optimization—0
Causal Fairness Assessment of Treatment Allocation with Electronic Health Records—0
A Benchmark for Fairness-Aware Graph Learning—0
Algorithmic decision making methods for fair credit scoring—0
A Brief Guide to Designing and Evaluating Human-Centered Interactive Machine Learning—0
A Brief History of Prompt: Leveraging Language Models. (Through Advanced Prompting)—0
A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics—0
Absolute Shapley Value—0
Abstracting Fairness: Oracles, Metrics, and Interpretability—0
Abstract Interpretation-Based Feature Importance for SVMs—0
A Canonical Architecture For Predictive Analytics on Longitudinal Patient Records—0
A Canonical Data Transformation for Achieving Inter- and Within-group Fairness—0
A Capabilities Approach to Studying Bias and Harm in Language Technologies—0
A Case Study Exploring the Current Landscape of Synthetic Medical Record Generation with Commercial LLMs—0
A Catalog of Fairness-Aware Practices in Machine Learning Engineering—0
A Causal Bayesian Networks Viewpoint on Fairness—0
Accelerating Fair Federated Learning: Adaptive Federated Adam—0
Accelerating Safe Reinforcement Learning with Constraint-mismatched Policies—0
Accelerating Spectral Clustering under Fairness Constraints—0
Accounting for Model Uncertainty in Algorithmic Discrimination—0
Show:102550
← PrevPage 161 of 228Next →
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