SOTAVerified

Fairness

Papers

Showing 25012510 of 5676 papers

TitleStatusHype
Disentangled Representation Learning with the Gromov-Monge Gap0
Discussion about Attacks and Defenses for Fair and Robust Recommendation System Design0
Balancing Tails when Comparing Distributions: Comprehensive Equity Index (CEI) with Application to Bias Evaluation in Operational Face Biometrics0
Discriminatory Transfer0
Avoiding Disparity Amplification under Different Worldviews0
Discrimination-free Insurance Pricing with Privatized Sensitive Attributes0
Discrimination and Class Imbalance Aware Online Naive Bayes0
Balancing Profit and Fairness in Risk-Based Pricing Markets0
Balancing out Bias: Achieving Fairness Through Balanced Training0
Achieving Fairness in Multi-Agent Markov Decision Processes Using Reinforcement Learning0
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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