SOTAVerified

Fairness

Papers

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Showing 5526–5550 of 5676 papers

TitleStatusHype
PeerReview4All: Fair and Accurate Reviewer Assignment in Peer Review—0
Fairness Under Composition—0
Classification with Fairness Constraints: A Meta-Algorithm with Provable GuaranteesCode0
Investigating the configurations in cross-shareholding: a joint copula-entropy approach—0
How much income inequality is fair? Nash bargaining solution and its connection to entropy—0
What About Applied Fairness?—0
Fairness Behind a Veil of Ignorance: A Welfare Analysis for Automated Decision Making—0
Integral Privacy for SamplingCode0
Comparing Fairness Criteria Based on Social Outcome—0
Lecture Notes on Fair Division—0
Blind Justice: Fairness with Encrypted Sensitive AttributesCode0
POTs: Protective Optimization TechnologiesCode0
Residual Unfairness in Fair Machine Learning from Prejudiced Data—0
Causal Interventions for Fairness—0
iFair: Learning Individually Fair Data Representations for Algorithmic Decision Making—0
Multiaccuracy: Black-Box Post-Processing for Fairness in ClassificationCode0
Explaining Explanations: An Overview of Interpretability of Machine LearningCode0
Why Is My Classifier Discriminatory?—0
FairGAN: Fairness-aware Generative Adversarial Networks—0
Enhancing the Accuracy and Fairness of Human Decision MakingCode0
Pooling of Causal Models under Counterfactual Fairness via Causal Judgement Aggregation—0
Fairness GAN—0
Causal Reasoning for Algorithmic Fairness—0
Predicting Race and Ethnicity From the Sequence of Characters in a NameCode0
Equity of Attention: Amortizing Individual Fairness in Rankings—0
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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