SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2601–2625 of 5676 papers

TitleStatusHype
Advancing Personalized Federated Learning: Group Privacy, Fairness, and Beyond—0
Unsupervised bias discovery in medical image segmentationCode0
FACET: Fairness in Computer Vision Evaluation Benchmark—0
One Model Many Scores: Using Multiverse Analysis to Prevent Fairness Hacking and Evaluate the Influence of Model Design DecisionsCode0
The AI Revolution: Opportunities and Challenges for the Finance Sector—0
Thesis Distillation: Investigating The Impact of Bias in NLP Models on Hate Speech Detection—0
Adaptation Speed Analysis for Fairness-aware Causal Models—0
Providing Previously Unseen Users Fair Recommendations Using Variational AutoencodersCode0
Ensuring User-side Fairness in Dynamic Recommender Systems—0
Fairness Through Domain Awareness: Mitigating Popularity Bias For Music Discovery—0
Fair Few-shot Learning with Auxiliary Sets—0
Generalizable Learning Reconstruction for Accelerating MR Imaging via Federated Neural Architecture SearchCode0
Distributional Off-Policy Evaluation for Slate RecommendationsCode0
MARL for Decentralized Electric Vehicle Charging Coordination with V2V Energy Exchange—0
Fairness and Privacy in Voice Biometrics:A Study of Gender Influences Using wav2vec 2.0—0
Bias in Unsupervised Anomaly Detection in Brain MRI—0
Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models—0
Optimizing Group-Fair Plackett-Luce Ranking Models for Relevance and Ex-Post FairnessCode0
Ontologies for increasing the FAIRness of plant research data—0
Harvard Glaucoma Detection and Progression: A Multimodal Multitask Dataset and Generalization-Reinforced Semi-Supervised Learning—0
Trustworthy Representation Learning Across Domains—0
Counterfactual Graph Augmentation for Consumer Unfairness Mitigation in Recommender SystemsCode0
A Counterfactual Fair Model for Longitudinal Electronic Health Records via Deconfounder—0
Standardized Interpretable Fairness Measures for Continuous Risk ScoresCode0
Fairness Explainability using Optimal Transport with Applications in Image ClassificationCode0
Show:102550
← PrevPage 105 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