SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3451–3475 of 5676 papers

TitleStatusHype
Individually Fair Learning with One-Sided Feedback—0
What-is and How-to for Fairness in Machine Learning: A Survey, Reflection, and Perspective—0
Fair Classification via Domain Adaptation: A Dual Adversarial Learning ApproachCode0
A Survey on the Fairness of Recommender Systems—0
Efficient Resource Allocation with Fairness Constraints in Restless Multi-Armed Bandits—0
pFL-Bench: A Comprehensive Benchmark for Personalized Federated Learning—0
Challenges in Applying Explainability Methods to Improve the Fairness of NLP Models—0
How unfair is private learning ?—0
Recent Advances in Bayesian Optimization—0
Group privacy for personalized federated learning—0
Group Meritocratic Fairness in Linear Contextual BanditsCode0
Improving Fairness in Graph Neural Networks via Mitigating Sensitive Attribute LeakageCode1
EiX-GNN : Concept-level eigencentrality explainer for graph neural networksCode0
Fairness and Unfairness in Binary and Multiclass Classification: Quantifying, Calculating, and BoundingCode0
FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial LearningCode0
FIFA: Making Fairness More Generalizable in Classifiers Trained on Imbalanced Data—0
A Justice-Based Framework for the Analysis of Algorithmic Fairness-Utility Trade-OffsCode1
A Human-Centric Take on Model Monitoring—0
Distributive Justice as the Foundational Premise of Fair ML: Unification, Extension, and Interpretation of Group Fairness MetricsCode1
Towards Responsible AI for Financial Transactions—0
(Im)possibility of Collective Intelligence—0
Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under SufficiencyCode0
The Algorithmic Imprint—0
Fair Classification via Transformer Neural Networks: Case Study of an Educational Domain—0
Learning Distributed and Fair Policies for Network Load Balancing as Markov Potential GameCode0
Show:102550
← PrevPage 139 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