SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4076–4100 of 5676 papers

TitleStatusHype
Fairness, Integrity, and Privacy in a Scalable Blockchain-based Federated Learning System—0
FairAutoML: Embracing Unfairness Mitigation in AutoML—0
Understanding and Mitigating Multi-Sided Exposure Bias in Recommender Systems—0
Local Justice and the Algorithmic Allocation of Societal Resources—0
Can Information Flows Suggest Targets for Interventions in Neural Circuits?Code0
Unified Group Fairness on Federated Learning—0
Ethically aligned Deep Learning: Unbiased Facial Aesthetic Prediction—0
Group-Aware Threshold Adaptation for Fair Classification—0
Information-Theoretic Bias Assessment Of Learned Representations Of Pretrained Face Recognition—0
Identifying Best Fair Intervention—0
Proposing an Interactive Audit Pipeline for Visual Privacy Research—0
Increasing Fairness in Predictions Using Bias Parity Score Based Loss Function Regularization—0
Large Scale Diverse Combinatorial Optimization: ESPN Fantasy Football Player Trades—0
Whistleblower protection in the digital age -- why 'anonymous' is not enough. From technology to a wider view of governance—0
Modeling Techniques for Machine Learning Fairness: A Survey—0
Fair-SSL: Building fair ML Software with less dataCode0
Exploring Explainable AI in the Financial Sector: Perspectives of Banks and Supervisory Authorities—0
Towards Fairness-Aware Federated Learning—0
Strategyproof and Proportionally Fair Facility Location—0
Semi-automatic Triage of Requests for Free Legal Assistance—0
Unintended Selection: Persistent Qualification Rate Disparities and Interventions—0
Reproducibility as a Mechanism for Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence—0
Can We Improve Model Robustness through Secondary Attribute Counterfactuals?—0
Calibrating Explore-Exploit Trade-off for Fair Online Learning to Rank—0
Low-Cost Algorithmic Recourse for Users With Uncertain Cost FunctionsCode0
Show:102550
← PrevPage 164 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