SOTAVerified

Fairness

Papers

Showing 53515360 of 5676 papers

TitleStatusHype
Fairness Under Demographic Scarce RegimeCode0
Learning to Pivot with Adversarial NetworksCode0
Representation Learning of Lab Values via Masked AutoEncoderCode0
Fairness Under Unawareness: Assessing Disparity When Protected Class Is UnobservedCode0
On Tractable Computation of Expected PredictionsCode0
A Survey on Natural Language Counterfactual GenerationCode0
Subjective Crowd Disagreements for Subjective Data: Uncovering Meaningful CrowdOpinion with Population-level LearningCode0
Open (Clinical) LLMs are Sensitive to Instruction PhrasingsCode0
Better Algorithms for Individually Fair k-ClusteringCode0
Learning Unbiased Representations via Rényi MinimizationCode0
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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