SOTAVerified

Fairness

Papers

Showing 29012910 of 5676 papers

TitleStatusHype
Overcoming Challenges of Partial Client Participation in Federated Learning : A Comprehensive Review0
Overcoming Fairness Trade-offs via Pre-processing: A Causal Perspective0
Overcoming Representation Bias in Fairness-Aware data Repair using Optimal Transport0
Oversampling Higher-Performing Minorities During Machine Learning Model Training Reduces Adverse Impact Slightly but Also Reduces Model Accuracy0
Overview of the TREC 2019 Fair Ranking Track0
Overview of the TREC 2020 Fair Ranking Track0
P2NIA: Privacy-Preserving Non-Iterative Auditing0
PAC-Bayesian Bound for the Conditional Value at Risk0
Paired-Consistency: An Example-Based Model-Agnostic Approach to Fairness Regularization in Machine Learning0
Pairwise Fairness for Ranking and Regression0
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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