SOTAVerified

Fairness

Papers

Showing 13611370 of 5676 papers

TitleStatusHype
A survey on bias in machine learning research0
Copying Machine Learning Classifiers0
Decoupled classifiers for fair and efficient machine learning0
Deep Bayesian Trust : A Dominant and Fair Incentive Mechanism for Crowd0
DP-SGD-Global-Adapt-V2-S: Triad Improvements of Privacy, Accuracy and Fairness via Step Decay Noise Multiplier and Step Decay Upper Clipping Threshold0
AI-Driven Healthcare: A Review on Ensuring Fairness and Mitigating Bias0
Auto-Drafting Police Reports from Noisy ASR Outputs: A Trust-Centered LLM Approach0
Algorithmic Fairness in Face Morphing Attack Detection0
DeepFair: Deep Learning for Improving Fairness in Recommender Systems0
Coping with Mistreatment in Fair Algorithms0
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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