SOTAVerified

Fairness

Papers

Showing 31013110 of 5676 papers

TitleStatusHype
Impact Of Missing Data Imputation On The Fairness And Accuracy Of Graph Node ClassifiersCode0
Improving Fairness in Image Classification via SketchingCode0
Mitigating Unfairness via Evolutionary Multi-objective Ensemble LearningCode0
Collaborative Honeypot Defense in UAV Networks: A Learning-Based Game Approach0
Track2Vec: fairness music recommendation with a GPU-free customizable-driven frameworkCode1
Scalable Spectral Clustering with Group Fairness ConstraintsCode0
Differential Privacy has Bounded Impact on Fairness in ClassificationCode0
Mitigating Health Disparities in EHR via Deconfounder0
Addressing Bias in Face Detectors using Decentralised Data collection with incentives0
Private and Reliable Neural Network InferenceCode1
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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