SOTAVerified

Fairness

Papers

Showing 20912100 of 5676 papers

TitleStatusHype
Optimal Budget Aggregation with Star-Shaped Preferences0
Fair Multivariate Adaptive Regression Splines for Ensuring Equity and Transparency0
Item-side Fairness of Large Language Model-based Recommendation SystemCode0
Differentially Private Fair Binary ClassificationsCode0
Scalable and Provably Fair Exposure Control for Large-Scale Recommender SystemsCode0
LLM-Assisted Content Conditional Debiasing for Fair Text Embedding0
Towards Efficient Pareto-optimal Utility-Fairness between Groups in Repeated Rankings0
Federated Fairness without Access to Sensitive Groups0
Can One Embedding Fit All? A Multi-Interest Learning Paradigm Towards Improving User Interest Diversity Fairness0
Fairness Rising from the Ranks: HITS and PageRank on Homophilic Networks0
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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