SOTAVerified

Fairness

Papers

Showing 38713880 of 5676 papers

TitleStatusHype
Using Positive Matching Contrastive Loss with Facial Action Units to mitigate bias in Facial Expression Recognition0
Using Property Elicitation to Understand the Impacts of Fairness Regularizers0
Using Protected Attributes to Consider Fairness in Multi-Agent Systems0
Using Synthetic Data to Mitigate Unfairness and Preserve Privacy in Collaborative Machine Learning0
Utility Fairness for the Differentially Private Federated Learning0
Utility Fairness in Contextual Dynamic Pricing with Demand Learning0
Utility-Fairness Trade-Offs and How to Find Them0
Utility is in the Eye of the User: A Critique of NLP Leaderboards0
Utility Maximization for Large-Scale Cell-Free Massive MIMO Downlink0
Value Cards: An Educational Toolkit for Teaching Social Impacts of Machine Learning through Deliberation0
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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