SOTAVerified

Fairness

Papers

Showing 52115220 of 5676 papers

TitleStatusHype
Why Don't Prompt-Based Fairness Metrics Correlate?Code0
LaPLACE: Probabilistic Local Model-Agnostic Causal ExplanationsCode0
Adaptive Fair Representation Learning for Personalized Fairness in Recommendations via Information AlignmentCode0
The more the merrier: logical and multistage processors in credit scoringCode0
Attacks on fairness in Federated LearningCode0
Achievable Fairness on Your Data With Utility GuaranteesCode0
Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among Complexity, Leakage, and UtilityCode0
Adaptive Data Debiasing through Bounded ExplorationCode0
Understanding Instance-Level Impact of Fairness ConstraintsCode0
Stochastic Perturbations of Tabular Features for Non-Deterministic Inference with AutomungeCode0
Show:102550
← PrevPage 522 of 568Next →

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