SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4126–4150 of 5676 papers

TitleStatusHype
Adversarial Scrutiny of Evidentiary Statistical Software—0
Adversarial Stacked Auto-Encoders for Fair Representation Learning—0
Adversarial Testing in LLMs: Insights into Decision-Making Vulnerabilities—0
AestheticNet: Reducing bias in facial data sets under ethical considerations—0
A Face Fairness Framework for 3D Meshes—0
AFAFed -- Protocol analysis—0
A FAIR and AI-ready Higgs boson decay dataset—0
A Fair and Efficient Hybrid Federated Learning Framework based on XGBoost for Distributed Power Prediction—0
A Fair and Ethical Healthcare Artificial Intelligence System for Monitoring Driver Behavior and Preventing Road Accidents—0
A Fair Classifier Using Kernel Density Estimation—0
A Fair Federated Learning Framework With Reinforcement Learning—0
A Fair Generative Model Using Total Variation Distance—0
A Fairness Analysis on Private Aggregation of Teacher Ensembles—0
A Fairness-aware Hybrid Recommender System—0
A Fairness-Driven Method for Learning Human-Compatible Negotiation Strategies—0
α-Fairness User Pairing for Downlink NOMA Systems with Imperfect Successive Interference Cancellation—0
A Fair Pricing Model via Adversarial Learning—0
AFed: Algorithmic Fair Federated Learning—0
A Federated Reinforcement Learning Framework for Link Activation in Multi-link Wi-Fi Networks—0
Affirmative Algorithms: The Legal Grounds for Fairness as Awareness—0
A fixed point approach for computing actuarially fair Pareto optimal risk-sharing rules—0
A Framework for Addressing the Risks and Opportunities In AI-Supported Virtual Health Coaches—0
A Framework for Fairer Machine Learning in Organizations—0
A Framework for Fairness: A Systematic Review of Existing Fair AI Solutions—0
A Framework for Fairness in Two-Sided Marketplaces—0
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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