SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2901–2925 of 5676 papers

TitleStatusHype
Matrix Estimation for Individual Fairness—0
Rating Sentiment Analysis Systems for Bias through a Causal Lens—0
Group Fairness in Non-monotone Submodular Maximization—0
Private, fair and accurate: Training large-scale, privacy-preserving AI models in medical imagingCode0
An Operational Perspective to Fairness Interventions: Where and How to Intervene—0
Multivariate Systemic Risk Measures and Computation by Deep Learning Algorithms—0
Out of Context: Investigating the Bias and Fairness Concerns of "Artificial Intelligence as a Service"—0
Hyper-parameter Tuning for Fair Classification without Sensitive Attribute Access—0
Uncertainty in Fairness Assessment: Maintaining Stable Conclusions Despite Fluctuations—0
Fairness-aware Cross-Domain Recommendation—0
Mind the (optimality) Gap: A Gap-Aware Learning Rate Scheduler for Adversarial Nets—0
On the Within-Group Fairness of Screening ClassifiersCode0
Superhuman FairnessCode0
Retiring ΔDP: New Distribution-Level Metrics for Demographic ParityCode0
Fairness-aware Vision Transformer via Debiased Self-AttentionCode0
Fairness and Accuracy under Domain GeneralizationCode0
The Fair Value of Data Under Heterogeneous Privacy Constraints in Federated Learning—0
Unraveling Privacy Risks of Individual Fairness in Graph Neural Networks—0
How Far Can It Go?: On Intrinsic Gender Bias Mitigation for Text ClassificationCode0
Royal Processions: Incentives, Efficiency and Fairness in Two-sided Matching—0
Preserving Fairness in AI under Domain Shift—0
Entropy-driven Fair and Effective Federated Learning—0
Fair Decision-making Under Uncertainty—0
Emerging Synergies in Causality and Deep Generative Models: A Survey—0
Fair congested assignment problem—0
Show:102550
← PrevPage 117 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