SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2776–2800 of 5676 papers

TitleStatusHype
Algorithmic Fairness—0
FaRM: Fair Reward Mechanism for Information Aggregation in Spontaneous Localized Settings (Extended Version)—0
FARF: A Fair and Adaptive Random Forests Classifier—0
De-biased Representation Learning for Fairness with Unreliable Labels—0
FALE: Fairness-Aware ALE Plots for Auditing Bias in Subgroups—0
FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding—0
Debias-CLR: A Contrastive Learning Based Debiasing Method for Algorithmic Fairness in Healthcare Applications—0
Augmented Fairness: An Interpretable Model Augmenting Decision-Makers' Fairness—0
FairyTED: A Fair Rating Predictor for TED Talk Data—0
FairXGBoost: Fairness-aware Classification in XGBoost—0
Flexibly Fair Representation Learning by Disentanglement—0
Debate Dynamics for Human-comprehensible Fact-checking on Knowledge Graphs—0
FairWire: Fair Graph Generation—0
Fair When Trained, Unfair When Deployed: Observable Fairness Measures are Unstable in Performative Prediction Settings—0
DeAR: Debiasing Vision-Language Models with Additive Residuals—0
Auditing the Fairness of the US COVID-19 Forecast Hub's Case Prediction Models—0
FNAS: Uncertainty-Aware Fast Neural Architecture Search—0
FOCUS: Fairness via Agent-Awareness for Federated Learning on Heterogeneous Data—0
Algorithm Design: A Fairness-Accuracy Frontier—0
Formalising Anti-Discrimination Law in Automated Decision Systems—0
A Data Envelopment Analysis Approach for Assessing Fairness in Resource Allocation: Application to Kidney Exchange Programs—0
Fair Wasserstein Coresets—0
Fortifying Federated Learning Towards Trustworthiness via Auditable Data Valuation and Verifiable Client Contribution—0
FairWASP: Fast and Optimal Fair Wasserstein Pre-processing—0
De-amplifying Bias from Differential Privacy in Language Model Fine-tuning—0
Show:102550
← PrevPage 112 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