SOTAVerified

Fairness

Papers

Showing 9911000 of 5676 papers

TitleStatusHype
Achieving Fairness in Predictive Process Analytics via Adversarial Learning0
Conformal Prediction Sets Can Cause Disparate ImpactCode0
EAB-FL: Exacerbating Algorithmic Bias through Model Poisoning Attacks in Federated LearningCode0
FairlyUncertain: A Comprehensive Benchmark of Uncertainty in Algorithmic Fairness0
Causal Inference Tools for a Better Evaluation of Machine Learning0
ProxiMix: Enhancing Fairness with Proximity Samples in Subgroups0
Fair4Free: Generating High-fidelity Fair Synthetic Samples using Data Free Distillation0
Fair Class-Incremental Learning using Sample Weighting0
Deep Learning and Machine Learning, Advancing Big Data Analytics and Management: Unveiling AI's Potential Through Tools, Techniques, and Applications0
Explainable Multi-Stakeholder Job Recommender Systems0
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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