SOTAVerified

Fairness

Papers

Showing 14511460 of 5676 papers

TitleStatusHype
Variational Fair ClusteringCode0
Differentially Private Representation for NLP: Formal Guarantee and An Empirical Study on Privacy and FairnessCode0
Closing the Gender Wage Gap: Adversarial Fairness in Job RecommendationCode0
Learning Adversarially Fair and Transferable RepresentationsCode0
Empirical Risk Minimization under Fairness ConstraintsCode0
Embracing Fairness in Consumer Electricity Markets using an Automatic Market MakerCode0
Addressing Marketing Bias in Product RecommendationsCode0
Learning Edge Properties in Graphs from Path AggregationsCode0
Emerging Challenges in Personalized Medicine: Assessing Demographic Effects on Biomedical Question Answering SystemsCode0
Endowing Pre-trained Graph Models with Provable FairnessCode0
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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