SOTAVerified

Fairness

Papers

Showing 611620 of 5676 papers

TitleStatusHype
Efficient Algorithms For Fair Clustering with a New Fairness NotionCode0
Achieving Model Fairness in Vertical Federated LearningCode0
Efficient Estimation of Shortest-Path Distance Distributions to Samples in GraphsCode0
Effective Controllable Bias Mitigation for Classification and Retrieval using Gate AdaptersCode0
Edge-Colored Clustering in Hypergraphs: Beyond Minimizing Unsatisfied EdgesCode0
Equalized odds postprocessing under imperfect group informationCode0
A Distributed Fair Machine Learning Framework with Private Demographic Data ProtectionCode0
Anchor-Changing Regularized Natural Policy Gradient for Multi-Objective Reinforcement LearningCode0
Achieving Long-Term Fairness in Sequential Decision MakingCode0
Impossibility theorems involving weakenings of expansion consistency and resoluteness in votingCode0
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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