SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3476–3500 of 5676 papers

TitleStatusHype
Fairness With Minimal Harm: A Pareto-Optimal Approach For Healthcare—0
Fairness Without Demographics in Human-Centered Federated Learning—0
Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values—0
Fairness without Regret—0
Fairness with Overlapping Groups—0
Fairness with Overlapping Groups; a Probabilistic Perspective—0
Fairness with Wasserstein Adversarial Networks—0
Fair NLP Models with Differentially Private Text Encoders—0
Fair Node Representation Learning via Adaptive Data Augmentation—0
FairNorm: Fair and Fast Graph Neural Network Training—0
FAIRO: Fairness-aware Adaptation in Sequential-Decision Making for Human-in-the-Loop Systems—0
Fair Off-Policy Learning from Observational Data—0
Fair Online Bilateral Trade—0
Fair Outlier Detection—0
Fair Overlap Number of Balls (Fair-ONB): A Data-Morphology-based Undersampling Method for Bias Reduction—0
Fair Oversampling Technique using Heterogeneous Clusters—0
Fair Patient Model: Mitigating Bias in the Patient Representation Learned from the Electronic Health Records—0
Fair Performance Metric Elicitation—0
FairPFN: Transformers Can do Counterfactual Fairness—0
FairPilot: An Explorative System for Hyperparameter Tuning through the Lens of Fairness—0
Fair Pipelines—0
FairPlay: A Collaborative Approach to Mitigate Bias in Datasets for Improved AI Fairness—0
Fair Play in the Fast Lane: Integrating Sportsmanship into Autonomous Racing Systems—0
Fair Policy Targeting—0
Fair Polylog-Approximate Low-Cost Hierarchical Clustering—0
Show:102550
← PrevPage 140 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