SOTAVerified

Fairness

Papers

Showing 24012425 of 5676 papers

TitleStatusHype
Mitigating Label Bias via Decoupled Confident Learning0
The Great Deception: A Comprehensive Study of Execution Strategies in Corporate Share Buy-Backs0
Oracle Efficient Online Multicalibration and Omniprediction0
Imposing Consistency Properties on Blackbox Systems with Applications to SVD-Based Recommender Systems0
An Admissible Shift-Consistent Method for Recommender Systems0
Certifying the Fairness of KNN in the Presence of Dataset Bias0
Enhancing Next-Generation Urban Connectivity: Is the Integrated HAPS-Terrestrial Network a Solution?0
Fairness in KI-Systemen0
Learning for Counterfactual Fairness from Observational Data0
A Hybrid NOMA-OMA Scheme for Inter-plane Intersatellite Communications in Massive LEO Constellations0
Navigating Fairness Measures and Trade-Offs0
Learning Subjective Time-Series Data via Utopia Label Distribution Approximation0
Fairness of ChatGPT and the Role Of Explainable-Guided PromptsCode0
Expressive Monotonic Neural NetworksCode0
National Origin Discrimination in Deep-learning-powered Automated Resume Screening0
Identifying Early Help Referrals For Local Authorities With Machine Learning And Bias AnalysisCode0
FAIRO: Fairness-aware Adaptation in Sequential-Decision Making for Human-in-the-Loop Systems0
Patch n' Pack: NaViT, a Vision Transformer for any Aspect Ratio and ResolutionCode6
SAM-U: Multi-box prompts triggered uncertainty estimation for reliable SAM in medical image0
Decorrelation using Optimal TransportCode0
Towards A Scalable Solution for Improving Multi-Group Fairness in Compositional Classification0
FairLay-ML: Intuitive Remedies for Unfairness in Data-Driven Social-Critical AlgorithmsCode0
Ranking with Long-Term ConstraintsCode0
Towards Fair Graph Neural Networks via Graph CounterfactualCode1
DBFed: Debiasing Federated Learning Framework based on Domain-Independent0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86Unverified
21D-CSNNPredictive Equality (age)97.8Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96Unverified