SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4026–4050 of 5676 papers

TitleStatusHype
Fair AutoML Through Multi-objective Optimization—0
Fine-Tuning from Limited Feedbacks—0
Reinforcement Learning with Ex-Post Max-Min Fairness—0
On Learning with Fairness Trade-Offs—0
Non-convex Optimization for Learning a Fair Predictor under Equalized Loss Fairness Constraint—0
A new look at fairness in stochastic multi-armed bandit problems—0
Exploring unfairness in Integrated Gradients based attribution methods—0
Debiasing Pretrained Text Encoders by Paying Attention to Paying Attention—0
Generalized Demographic Parity for Group FairnessCode0
Understanding Overfitting in Reweighting Algorithms for Worst-group Performance—0
Diverse Client Selection for Federated Learning via Submodular Maximization—0
Fairness in Representation for Multilingual NLP: Insights from Controlled Experiments on Conditional Language Modeling—0
Fairness Guarantees under Demographic Shift—0
Scaling Fair Learning to Hundreds of Intersectional Groups—0
Fairness-aware Federated Learning—0
Adversarial Fairness Network—0
Equalized Robustness: Towards Sustainable Fairness Under Distributional Shifts—0
An Empirical Study of Accuracy, Fairness, Explainability, Distributional Robustness, and Adversarial Robustness—0
Fairness-Driven Private Collaborative Machine Learning—0
A Sociotechnical View of Algorithmic Fairness—0
Mitigating Racial Biases in Toxic Language Detection with an Equity-Based Ensemble FrameworkCode0
Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice modelsCode0
On the Fairness of Swarm Learning in Skin Lesion Classification—0
SD-QA: Spoken Dialectal Question Answering for the Real WorldCode1
SGDE: Secure Generative Data Exchange for Cross-Silo Federated Learning—0
Show:102550
← PrevPage 162 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