SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4626–4650 of 5676 papers

TitleStatusHype
Generative Auto-Encoder: Non-adversarial Controllable Synthesis with Disentangled Exploration—0
Generative Fairness Teaching—0
Individually Fair Rankings—0
Fair Differential Privacy Can Mitigate the Disparate Impact on Model Accuracy—0
Fairness guarantee in analysis of incomplete data—0
Fairness in Machine Learning—0
Fairness-Oriented User Scheduling for Bursty Downlink Transmission Using Multi-Agent Reinforcement Learning—0
Provably Training Overparameterized Neural Network Classifiers with Non-convex Constraints—0
A Maximal Correlation Approach to Imposing Fairness in Machine Learning—0
Towards Fair Deep Anomaly Detection—0
Prosocial Norm Emergence in Multiagent Systems—0
dalex: Responsible Machine Learning with Interactive Explainability and Fairness in PythonCode0
A Regret bound for Non-stationary Multi-Armed Bandits with Fairness Constraints—0
Unbiased Subdata Selection for Fair Classification: A Unified Framework and Scalable Algorithms—0
Confronting Abusive Language Online: A Survey from the Ethical and Human Rights Perspective—0
The Importance of Modeling Data Missingness in Algorithmic Fairness: A Causal Perspective—0
Fairness, Welfare, and Equity in Personalized Pricing—0
Biased Models Have Biased Explanations—0
Fundamental Limits and Tradeoffs in Invariant Representation Learning—0
Fair for All: Best-effort Fairness Guarantees for Classification—0
Fairness and Accuracy in Federated Learning—0
Affirmative Algorithms: The Legal Grounds for Fairness as Awareness—0
Hiring from a pool of workers—0
Fairkit, Fairkit, on the Wall, Who's the Fairest of Them All? Supporting Data Scientists in Training Fair ModelsCode0
I3DOL: Incremental 3D Object Learning without Catastrophic Forgetting—0
Show:102550
← PrevPage 186 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