SOTAVerified

Fairness

Papers

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Showing 2751–2775 of 5676 papers

TitleStatusHype
Measuring Self-Preferencing on Digital Platforms—0
Cross-utterance ASR Rescoring with Graph-based Label Propagation—0
Zero-shot Model Diagnosis—0
FairGAT: Fairness-aware Graph Attention Networks—0
Achieving Counterfactual Fairness with Imperfect Structural Causal ModelCode0
CFA: Class-wise Calibrated Fair Adversarial TrainingCode1
Fairness meets Cross-Domain Learning: a new perspective on Models and MetricsCode0
Using Simple Incentives to Improve Two-Sided Fairness in Ridesharing SystemsCode0
Towards Fair Patient-Trial Matching via Patient-Criterion Level Fairness Constraint—0
Fairness-guided Few-shot Prompting for Large Language Models—0
Semantic Image Attack for Visual Model Diagnosis—0
Fairness: from the ethical principle to the practice of Machine Learning development as an ongoing agreement with stakeholders—0
HAPS-UAV-Enabled Heterogeneous Networks: A Deep Reinforcement Learning Approach—0
Predicting and Enhancing the Fairness of DNNs with the Curvature of Perceptual ManifoldsCode1
Fairness Improves Learning from Noisily Labeled Long-Tailed Data—0
Better Understanding Differences in Attribution Methods via Systematic EvaluationsCode1
Counterfactually Fair Regression with Double Machine Learning—0
Bias mitigation techniques in image classification: fair machine learning in human heritage collections—0
Fairness-Aware Graph Filter Design—0
Bridging the Global Divide in AI Regulation: A Proposal for a Contextual, Coherent, and Commensurable Framework—0
PFSL: Personalized & Fair Split Learning with Data & Label Privacy for thin clientsCode1
Cross-GAN Auditing: Unsupervised Identification of Attribute Level Similarities and Differences between Pretrained Generative ModelsCode0
DeAR: Debiasing Vision-Language Models with Additive Residuals—0
Factoring the Matrix of Domination: A Critical Review and Reimagination of Intersectionality in AI Fairness—0
Fairness-aware Differentially Private Collaborative Filtering—0
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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