SOTAVerified

Fairness

Papers

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Showing 26–50 of 5676 papers

TitleStatusHype
Multimodal Visual Image Based User Association and Beamforming Using Graph Neural Networks—0
Visibly Fair Mechanisms—0
Reading Smiles: Proxy Bias in Foundation Models for Facial Emotion Recognition—0
Quantifying Fairness in LLMs Beyond Tokens: A Semantic and Statistical Perspective—0
An Axiomatization of the Random Priority Rule—0
Soft decision trees for survival analysis—0
AI based Content Creation and Product Recommendation Applications in E-commerce: An Ethical overview—0
Client Selection Strategies for Federated Semantic Communications in Heterogeneous IoT Networks—0
What Is the Point of Equality in Machine Learning Fairness? Beyond Equality of Opportunity—0
Fair Contracts in Principal-Agent Games with Heterogeneous Types—0
Fair for a few: Improving Fairness in Doubly Imbalanced Datasets—0
Compositional Attribute Imbalance in Vision Datasets—0
hyperFA*IR: A hypergeometric approach to fair rankings with finite candidate poolCode0
Computational Studies in Influencer Marketing: A Systematic Literature Review—0
Convergence-Privacy-Fairness Trade-Off in Personalized Federated Learning—0
One Size Fits None: Rethinking Fairness in Medical AI—0
Equitable Electronic Health Record Prediction with FAME: Fairness-Aware Multimodal Embedding—0
Meta Optimality for Demographic Parity Constrained Regression via Post-Processing—0
Fairness Research For Machine Learning Should Integrate Societal Considerations—0
Towards Fairness Assessment of Dutch Hate Speech Detection—0
Exploring the Effectiveness of Deep Features from Domain-Specific Foundation Models in Retinal Image Synthesis—0
Bias Amplification in RAG: Poisoning Knowledge Retrieval to Steer LLMs—0
Semantic Scheduling for LLM InferenceCode0
FairASR: Fair Audio Contrastive Learning for Automatic Speech Recognition—0
Balancing Tails when Comparing Distributions: Comprehensive Equity Index (CEI) with Application to Bias Evaluation in Operational Face Biometrics—0
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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