SOTAVerified

Fairness

Papers

Showing 22612270 of 5676 papers

TitleStatusHype
Optimal and Fair Encouragement Policy Evaluation and Learning0
Not obviously manipulable allotment rules0
Verifiable Fairness: Privacy-preserving Computation of Fairness for Machine Learning Systems0
A Sequentially Fair Mechanism for Multiple Sensitive AttributesCode0
Re-formalization of Individual Fairness0
Exploring Social Choice Mechanisms for Recommendation Fairness in SCRUFCode0
Beyond Skin Tone: A Multidimensional Measure of Apparent Skin ColorCode1
Flexible and Robust Counterfactual Explanations with Minimal Satisfiable PerturbationsCode0
When to Learn What: Model-Adaptive Data Augmentation CurriculumCode1
Provider Fairness and Beyond-Accuracy Trade-offs in Recommender SystemsCode0
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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