SOTAVerified

Fairness

Papers

Showing 43714380 of 5676 papers

TitleStatusHype
User-oriented Fairness in RecommendationCode1
The probabilistic rank random assignment rule and its axiomatic characterization0
TFROM: A Two-sided Fairness-Aware Recommendation Model for Both Customers and Providers0
Fair Representation Learning for Heterogeneous Information NetworksCode0
Are Word Embedding Methods Stable and Should We Care About It?0
Welfare Measure for Resource Allocation with Algorithmic Implementation: Beyond Average and Max-Min0
Can Active Learning Preemptively Mitigate Fairness Issues?Code1
On the Impact of Random Seeds on the Fairness of Clinical Classifiers0
Towards Algorithmic Transparency: A Diversity Perspective0
Understanding Prediction Discrepancies in Machine Learning Classifiers0
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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