SOTAVerified

Fairness

Papers

Showing 621630 of 5676 papers

TitleStatusHype
Achieving Long-Term Fairness in Sequential Decision MakingCode0
Impossibility theorems involving weakenings of expansion consistency and resoluteness in votingCode0
Edge-Colored Clustering in Hypergraphs: Beyond Minimizing Unsatisfied EdgesCode0
Effective Controllable Bias Mitigation for Classification and Retrieval using Gate AdaptersCode0
Towards Energy-Aware Federated Learning on Battery-Powered ClientsCode0
FairSHAP: Preprocessing for Fairness Through Attribution-Based Data AugmentationCode0
Equalized odds postprocessing under imperfect group informationCode0
Policy Learning with Observational DataCode0
Emerging Challenges in Personalized Medicine: Assessing Demographic Effects on Biomedical Question Answering SystemsCode0
Analyzing the Effect of Sampling in GNNs on Individual 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