SOTAVerified

Fairness

Papers

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Showing 5526–5550 of 5676 papers

TitleStatusHype
Comparing Fairness Criteria Based on Social Outcome—0
What About Applied Fairness?—0
Lecture Notes on Fair Division—0
Blind Justice: Fairness with Encrypted Sensitive AttributesCode0
Residual Unfairness in Fair Machine Learning from Prejudiced Data—0
POTs: Protective Optimization TechnologiesCode0
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
Machine Learning for Predictive On-Demand Deployment of UAVs for Wireless Communications—0
Modeling, Simulation and Fairness Analysis of Wi-Fi and Unlicensed LTE Coexistence—0
Fair Division Under Cardinality Constraints—0
Deep Bayesian Trust : A Dominant and Fair Incentive Mechanism for Crowd—0
Unleashing Linear Optimizers for Group-Fair Learning and Optimization—0
Reinforcement Learning for Fair Dynamic Pricing—0
Entropy based Independent Learning in Anonymous Multi-Agent Settings—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