SOTAVerified

Fairness

Papers

Showing 171180 of 5676 papers

TitleStatusHype
Predicting and Enhancing the Fairness of DNNs with the Curvature of Perceptual ManifoldsCode1
Cyberbullying Detection with Fairness ConstraintsCode1
CaPC Learning: Confidential and Private Collaborative LearningCode1
Data Optimization in Deep Learning: A SurveyCode1
CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion DetectionCode1
Adversarial Graph Embeddings for Fair Influence Maximization over Social NetworksCode1
Achieving Fairness at No Utility Cost via Data Reweighing with InfluenceCode1
DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative NetworksCode1
Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMsCode1
Bias Propagation in Federated LearningCode1
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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