SOTAVerified

Fairness

Papers

Showing 131140 of 5676 papers

TitleStatusHype
Collaborative Fairness in Federated LearningCode1
Computationally Efficient Optimization of Plackett-Luce Ranking Models for Relevance and FairnessCode1
Controlling Directions Orthogonal to a ClassifierCode1
CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin LesionsCode1
Agnostic Federated LearningCode1
CheXclusion: Fairness gaps in deep chest X-ray classifiersCode1
CoCoFL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and QuantizationCode1
Certified Monotonic Neural NetworksCode1
CFA: Class-wise Calibrated Fair Adversarial TrainingCode1
CAPRI: Context-Aware Interpretable Point-of-Interest Recommendation FrameworkCode1
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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