SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2951–2975 of 5676 papers

TitleStatusHype
Oversampling Higher-Performing Minorities During Machine Learning Model Training Reduces Adverse Impact Slightly but Also Reduces Model Accuracy—0
Proportionally Representative Clustering—0
Why not both? Complementing explanations with uncertainty, and the role of self-confidence in Human-AI collaboration—0
Fairness Uncertainty Quantification: How certain are you that the model is fair?—0
Towards clinical AI fairness: A translational perspective—0
Combining Adversaries with Anti-adversaries in Training—0
(Local) Differential Privacy has NO Disparate Impact on FairnessCode0
Fairness and Bias in Truth Discovery Algorithms: An Experimental Analysis—0
Rapidly time-varying reconfigurable intelligent surfaces for downlink multiuser transmissions—0
Towards Mode Balancing of Generative Models via Diversity WeightsCode0
AGI: Artificial General Intelligence for Education—0
ExCalibR: Expected Calibration of Recommendations—0
A Conceptual Algorithm for Applying Ethical Principles of AI to Medical Practice—0
Individual Fairness in Bayesian Neural NetworksCode0
E Pluribus Unum: Guidelines on Multi-Objective Evaluation of Recommender SystemsCode0
On the Independence of Association Bias and Empirical Fairness in Language Models—0
Loss Minimization Yields Multicalibration for Large Neural Networks—0
Equalised Odds is not Equal Individual Odds: Post-processing for Group and Individual FairnessCode0
ACROCPoLis: A Descriptive Framework for Making Sense of Fairness—0
Long-Term Fairness with Unknown Dynamics—0
Generative models improve fairness of medical classifiers under distribution shifts—0
Implementing Responsible AI: Tensions and Trade-Offs Between Ethics Aspects—0
Fairness in AI and Its Long-Term Implications on Society—0
On User-side Fairness in Negative Sampling for Recommender Systems—0
Systemic Fairness—0
Show:102550
← PrevPage 119 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