SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 5151–5175 of 5676 papers

TitleStatusHype
Transferring Fairness under Distribution Shifts via Fair Consistency RegularizationCode0
Towards Fair and Privacy-Preserving Federated Deep ModelsCode0
Debiasing Deep Chest X-Ray Classifiers using Intra- and Post-processing MethodsCode0
Towards Fair and Efficient Learning-based Congestion ControlCode0
Joint Evaluation of Fairness and Relevance in Recommender Systems with Pareto FrontierCode0
Joint Multisided Exposure Fairness for RecommendationCode0
Boosting Fair Classifier Generalization through Adaptive Priority ReweighingCode0
When Fair Ranking Meets Uncertain InferenceCode0
Statistical Equity: A Fairness Classification ObjectiveCode0
Reconciling Predictive Multiplicity in PracticeCode0
The Initial Screening Order ProblemCode0
Fairness-Aware Streaming Feature Selection with Causal GraphsCode0
Fairness-Aware Structured Pruning in TransformersCode0
User-item fairness tradeoffs in recommendationsCode0
Statistical Impossibility and Possibility of Aligning LLMs with Human Preferences: From Condorcet Paradox to Nash EquilibriumCode0
Fairness-aware Vision Transformer via Debiased Self-AttentionCode0
Bridging the Generalisation Gap: Synthetic Data Generation for Multi-Site Clinical Model ValidationCode0
Judging the Judges: A Systematic Study of Position Bias in LLM-as-a-JudgeCode0
An Intersectional Definition of FairnessCode0
De-biasing "bias" measurementCode0
A Generic Framework for Conformal FairnessCode0
Understanding and Mitigating the Effect of Outliers in Fair RankingCode0
Differential Privacy has Bounded Impact on Fairness in ClassificationCode0
Justicia: A Stochastic SAT Approach to Formally Verify FairnessCode0
Justified Evidence Collection for Argument-based AI Fairness AssuranceCode0
Show:102550
← PrevPage 207 of 228Next →
All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86—Unverified
21D-CSNNPredictive Equality (age)97.8—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96—Unverified