SOTAVerified

Fairness

Papers

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Showing 4801–4825 of 5676 papers

TitleStatusHype
Consider the Alternatives: Navigating Fairness-Accuracy Tradeoffs via Disqualification—0
Consistent Instance False Positive Improves Fairness in Face Recognition—0
Constant Approximation for Individual Preference Stable Clustering—0
Constrained Classification and Policy Learning—0
Constrained Learning with Non-Convex Losses—0
Constrained Online Decision-Making: A Unified Framework—0
Constrained Reweighting of Distributions: an Optimal Transport Approach—0
Constrained Serial Rule on the Full Preference Domain—0
Constructing Fair Latent Space for Intersection of Fairness and Explainability—0
Consumer-side Fairness in Recommender Systems: A Systematic Survey of Methods and Evaluation—0
LLM-Assisted Content Conditional Debiasing for Fair Text Embedding—0
Context Aware Dynamic Traffic Signal Optimization—0
Context-Aware Mobility Management in HetNets: A Reinforcement Learning Approach—0
Context matters for fairness -- a case study on the effect of spatial distribution shifts—0
Contextual bandits with concave rewards, and an application to fair ranking—0
Contextual Thompson Sampling via Generation of Missing Data—0
Continuous Fair SMOTE -- Fairness-Aware Stream Learning from Imbalanced Data—0
Continuous Multi-Link Operation: A Contention-Free Mechanism for the Unlicensed Spectrum—0
Contraction of Private Quantum Channels and Private Quantum Hypothesis Testing—0
Contrastive Fairness in Machine Learning—0
Contrastive Learning for Debiased Candidate Generation in Large-Scale Recommender Systems—0
Controllable Text Generation for Open-Domain Creativity and Fairness—0
Controlled Mobility for C-V2X Road Safety Reception Optimization—0
Convergence of Spectral Principal Paths: How Deep Networks Distill Linear Representations from Noisy Inputs—0
Convergence-Privacy-Fairness Trade-Off in Personalized Federated Learning—0
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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