SOTAVerified

Fairness

Papers

Showing 211220 of 5676 papers

TitleStatusHype
Counterfactual Inference for Text Classification DebiasingCode1
AutoBalance: Optimized Loss Functions for Imbalanced DataCode1
Cohort Shapley value for algorithmic fairnessCode1
CoCoFL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and QuantizationCode1
Collaborative Fairness in Federated LearningCode1
CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin LesionsCode1
Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning with Shapley ValuesCode1
Adversarial Graph Embeddings for Fair Influence Maximization over Social NetworksCode1
A Closer Look at the Intervention Procedure of Concept Bottleneck ModelsCode1
Algorithmic Decision Making with Conditional FairnessCode1
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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