SOTAVerified

Fairness

Papers

Showing 12011210 of 5676 papers

TitleStatusHype
Fair Decentralized LearningCode0
Coresets for Clustering with Fairness ConstraintsCode0
Composing Agents to Minimize Worst-case RiskCode0
Efficient Estimation of Shortest-Path Distance Distributions to Samples in GraphsCode0
Component-Based Fairness in Face Attribute Classification with Bayesian Network-informed Meta LearningCode0
Efficient Algorithms For Fair Clustering with a New Fairness NotionCode0
Edge-Colored Clustering in Hypergraphs: Beyond Minimizing Unsatisfied EdgesCode0
Effective Controllable Bias Mitigation for Classification and Retrieval using Gate AdaptersCode0
Counterfactual FairnessCode0
Assessing Disparate Impacts of Personalized Interventions: Identifiability and BoundsCode0
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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