SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1976–2000 of 5676 papers

TitleStatusHype
Are demographically invariant models and representations in medical imaging fair?—0
FairAutoML: Embracing Unfairness Mitigation in AutoML—0
Fair AutoML Through Multi-objective Optimization—0
Causal Inference with Deep Causal Graphs—0
Bandit Learning with Delayed Impact of Actions—0
Context-Aware Mobility Management in HetNets: A Reinforcement Learning Approach—0
A Study on Bias and Fairness In Deep Speaker Recognition—0
FairBelief - Assessing Harmful Beliefs in Language Models—0
FairMonitor: A Four-Stage Automatic Framework for Detecting Stereotypes and Biases in Large Language Models—0
fairBERTs: Erasing Sensitive Information Through Semantic and Fairness-aware Perturbations—0
Causal Interventions for Fairness—0
Context Aware Dynamic Traffic Signal Optimization—0
FairBranch: Mitigating Bias Transfer in Fair Multi-task Learning—0
FairCanary: Rapid Continuous Explainable Fairness—0
Fair-Capacitated Clustering—0
Fair Causal Feature Selection—0
Fair-CDA: Continuous and Directional Augmentation for Group Fairness—0
Fair Classification and Social Welfare—0
Fair Classification via Transformer Neural Networks: Case Study of an Educational Domain—0
Fair Classification via Unconstrained Optimization—0
Causality Is Key to Understand and Balance Multiple Goals in Trustworthy ML and Foundation Models—0
LLM-Assisted Content Conditional Debiasing for Fair Text Embedding—0
AFed: Algorithmic Fair Federated Learning—0
Causal Learning for Trustworthy Recommender Systems: A Survey—0
A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems—0
Show:102550
← PrevPage 80 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