SOTAVerified

Fairness

Papers

Showing 691700 of 5676 papers

TitleStatusHype
Efficient Estimation of Shortest-Path Distance Distributions to Samples in GraphsCode0
Aligning Visual Contrastive learning models via Preference OptimizationCode0
Addressing Correlated Latent Exogenous Variables in Debiased Recommender SystemsCode0
Aligning (Medical) LLMs for (Counterfactual) FairnessCode0
Addressing Both Statistical and Causal Gender Fairness in NLP ModelsCode0
Effective Controllable Bias Mitigation for Classification and Retrieval using Gate AdaptersCode0
Hidden Convexity of Fair PCA and Fast Solver via Eigenvalue OptimizationCode0
Equalized odds postprocessing under imperfect group informationCode0
Efficient Algorithms For Fair Clustering with a New Fairness NotionCode0
Policy Learning with Observational DataCode0
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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