SOTAVerified

Fairness

Papers

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Showing 2526–2550 of 5676 papers

TitleStatusHype
FairNorm: Fair and Fast Graph Neural Network Training—0
Cubic-Regularized Newton for Spectral Constrained Matrix Optimization and its Application to Fairness—0
A Three-Way Knot: Privacy, Fairness, and Predictive Performance Dynamics—0
FAIRO: Fairness-aware Adaptation in Sequential-Decision Making for Human-in-the-Loop Systems—0
Fair Off-Policy Learning from Observational Data—0
Cultural Re-contextualization of Fairness Research in Language Technologies in India—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
Collaborative Machine Learning with Incentive-Aware Model Rewards—0
Fair Patient Model: Mitigating Bias in the Patient Representation Learned from the Electronic Health Records—0
Fair Performance Metric Elicitation—0
CUPID: Improving Battle Fairness and Position Satisfaction in Online MOBA Games with a Re-matchmaking System—0
Agents on the Bench: Large Language Model Based Multi Agent Framework for Trustworthy Digital Justice—0
FairPilot: An Explorative System for Hyperparameter Tuning through the Lens of Fairness—0
How GPT-3 responds to different publics on climate change and Black Lives Matter: A critical appraisal of equity in conversational AI—0
FairPlay: A Collaborative Approach to Mitigate Bias in Datasets for Improved AI Fairness—0
Current state of LLM Risks and AI Guardrails—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
Collaborative Honeypot Defense in UAV Networks: A Learning-Based Game Approach—0
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments—0
FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing—0
FairLens: Auditing Black-box Clinical Decision Support Systems—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