SOTAVerified

Fairness

Papers

Showing 23012325 of 5676 papers

TitleStatusHype
Ensuring User-side Fairness in Dynamic Recommender Systems0
Providing Previously Unseen Users Fair Recommendations Using Variational AutoencodersCode0
Fairness Through Domain Awareness: Mitigating Popularity Bias For Music Discovery0
Fair Few-shot Learning with Auxiliary Sets0
Fairness and Privacy in Voice Biometrics:A Study of Gender Influences Using wav2vec 2.00
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 Exchange0
Bias in Unsupervised Anomaly Detection in Brain MRI0
Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models0
Ontologies for increasing the FAIRness of plant research data0
Harvard Glaucoma Detection and Progression: A Multimodal Multitask Dataset and Generalization-Reinforced Semi-Supervised Learning0
Optimizing Group-Fair Plackett-Luce Ranking Models for Relevance and Ex-Post FairnessCode0
Trustworthy Representation Learning Across Domains0
Counterfactual Graph Augmentation for Consumer Unfairness Mitigation in Recommender SystemsCode0
Collect, Measure, Repeat: Reliability Factors for Responsible AI Data CollectionCode0
A Counterfactual Fair Model for Longitudinal Electronic Health Records via Deconfounder0
Fairness Explainability using Optimal Transport with Applications in Image ClassificationCode0
A survey on bias in machine learning research0
Standardized Interpretable Fairness Measures for Continuous Risk ScoresCode0
GBM-based Bregman Proximal Algorithms for Constrained LearningCode0
Systematic Offensive Stereotyping (SOS) Bias in Language Models0
FairMonitor: A Four-Stage Automatic Framework for Detecting Stereotypes and Biases in Large Language Models0
Unlocking Accuracy and Fairness in Differentially Private Image ClassificationCode1
GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated LearningCode4
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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