SOTAVerified

Fairness

Papers

Showing 24612470 of 5676 papers

TitleStatusHype
On the Interplay between Fairness and Explainability0
Corrupting Neuron Explanations of Deep Visual FeaturesCode0
Identifying Reasons for Bias: An Argumentation-Based Approach0
Deceptive Fairness Attacks on Graphs via Meta LearningCode0
Robust Representation Learning for Unified Online Top-K Recommendation0
On Responsible Machine Learning Datasets with Fairness, Privacy, and Regulatory Norms0
A Canonical Data Transformation for Achieving Inter- and Within-group Fairness0
Marginal Nodes Matter: Towards Structure Fairness in Graphs0
Learning Fair Representations with High-Confidence GuaranteesCode0
"One-Size-Fits-All"? Examining Expectations around What Constitute "Fair" or "Good" NLG System Behaviors0
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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