SOTAVerified

Fairness

Papers

Showing 941950 of 5676 papers

TitleStatusHype
Information-Geometric Barycenters for Bayesian Federated Learning0
A Fair and Efficient Hybrid Federated Learning Framework based on XGBoost for Distributed Power Prediction0
Alleviating the recommendation bias via rank aggregation0
Can Model Compression Improve NLP Fairness0
Can One Embedding Fit All? A Multi-Interest Learning Paradigm Towards Improving User Interest Diversity Fairness0
Can Querying for Bias Leak Protected Attributes? Achieving Privacy With Smooth Sensitivity0
Can Synthetic Data be Fair and Private? A Comparative Study of Synthetic Data Generation and Fairness Algorithms0
Classes Are Not Equal: An Empirical Study on Image Recognition Fairness0
Approximate Heavily-Constrained Learning with Lagrange Multiplier Models0
BaBE: Enhancing Fairness via Estimation of Latent Explaining Variables0
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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