SOTAVerified

Fairness

Papers

Showing 19611970 of 5676 papers

TitleStatusHype
Towards Fair Graph Federated Learning via Incentive MechanismsCode1
BSL: Understanding and Improving Softmax Loss for RecommendationCode0
Learning Fair Policies for Multi-stage Selection Problems from Observational Data0
Dynamic Fairness-Aware Spectrum Auction for Enhanced Licensed Shared Access in 6G Networks0
An empirical study of testing machine learning in the wild0
Comprehensive Validation on Reweighting Samples for Bias Mitigation via AIF3600
GroupMixNorm Layer for Learning Fair Models0
Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection0
Chasing Fairness in Graphs: A GNN Architecture PerspectiveCode0
Uncertainty-based Fairness Measures0
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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