SOTAVerified

Fairness

Papers

Showing 10011025 of 5676 papers

TitleStatusHype
Active Sampling for Min-Max FairnessCode0
Causally motivated Shortcut Removal Using Auxiliary LabelsCode0
Is this model reliable for everyone? Testing for strong calibrationCode0
Is Your Model Fairly Certain? Uncertainty-Aware Fairness Evaluation for LLMsCode0
Causal Modeling for Fairness in Dynamical SystemsCode0
Attribute Annotation and Bias Evaluation in Visual Datasets for Autonomous DrivingCode0
Endowing Pre-trained Graph Models with Provable FairnessCode0
Attraction-Repulsion clustering with applications to fairnessCode0
A Large-Scale Empirical Study on Improving the Fairness of Image Classification ModelsCode0
Empirical Risk Minimization under Fairness ConstraintsCode0
Are Models Biased on Text without Gender-related Language?Code0
Justicia: A Stochastic SAT Approach to Formally Verify FairnessCode0
Censoring Representations with an AdversaryCode0
Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under SufficiencyCode0
Embracing Fairness in Consumer Electricity Markets using an Automatic Market MakerCode0
Centralized Selection with Preferences in the Presence of BiasesCode0
KVC-onGoing: Keystroke Verification ChallengeCode0
Boosting Fair Classifier Generalization through Adaptive Priority ReweighingCode0
Attacks on fairness in Federated LearningCode0
An Algorithmic Framework for Fairness ElicitationCode0
Certifying Fairness of Probabilistic CircuitsCode0
A Reproducibility Study of Product-side Fairness in Bundle RecommendationCode0
Emerging Challenges in Personalized Medicine: Assessing Demographic Effects on Biomedical Question Answering SystemsCode0
Enhanced SPS Velocity-adaptive Scheme: Access Fairness in 5G NR V2I NetworksCode0
Ensuring Fairness Beyond the Training DataCode0
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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