SOTAVerified

Fairness

Papers

Showing 981990 of 5676 papers

TitleStatusHype
Equalizing Gender Biases in Neural Machine Translation with Word Embeddings TechniquesCode0
Empirical Risk Minimization under Fairness ConstraintsCode0
Endowing Pre-trained Graph Models with Provable FairnessCode0
Improving Fairness of Large Language Models in Multi-document SummarizationCode0
Embracing Fairness in Consumer Electricity Markets using an Automatic Market MakerCode0
Improving Fair Predictions Using Variational Inference In Causal ModelsCode0
Emerging Challenges in Personalized Medicine: Assessing Demographic Effects on Biomedical Question Answering SystemsCode0
Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under SufficiencyCode0
What is Fair? Defining Fairness in Machine Learning for HealthCode0
Achieving Counterfactual Fairness for Anomaly DetectionCode0
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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