SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1201–1250 of 5676 papers

TitleStatusHype
Toward Fair Graph Neural Networks Via Dual-Teacher Knowledge Distillation—0
FairSort: Learning to Fair Rank for Personalized Recommendations in Two-Sided PlatformsCode0
Unveiling Performance Challenges of Large Language Models in Low-Resource Healthcare: A Demographic Fairness Perspective—0
HiMoE: Heterogeneity-Informed Mixture-of-Experts for Fair Spatial-Temporal Forecasting—0
Fairness at Every Intersection: Uncovering and Mitigating Intersectional Biases in Multimodal Clinical Predictions—0
FairDD: Fair Dataset Distillation via Synchronized Matching—0
Integrating Social Determinants of Health into Knowledge Graphs: Evaluating Prediction Bias and Fairness in HealthcareCode0
Privacy-Preserving Orthogonal Aggregation for Guaranteeing Gender Fairness in Federated Recommendation—0
ABROCA Distributions For Algorithmic Bias Assessment: Considerations Around InterpretationCode0
Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks—0
Metric-DST: Mitigating Selection Bias Through Diversity-Guided Semi-Supervised Metric LearningCode0
FreqX: Analyze the Attribution Methods in Another Domain—0
Retrofitting Large Language Models with Dynamic Tokenization—0
Spatial separation of closely-spaced users in measured distributed massive MIMO channels—0
Explainable AI for Classifying UTI Risk Groups Using a Real-World Linked EHR and Pathology Lab Dataset—0
From Fairness to Infinity: Outcome-Indistinguishable (Omni)Prediction in Evolving Graphs—0
Fairness And Performance In Harmony: Data Debiasing Is All You Need—0
FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning—0
Understanding trade-offs in classifier bias with quality-diversity optimization: an application to talent management—0
TransFair: Transferring Fairness from Ocular Disease Classification to Progression Prediction—0
Ensuring Fair LLM Serving Amid Diverse Applications—0
"All that Glitters": Approaches to Evaluations with Unreliable Model and Human AnnotationsCode0
The 1st Workshop on Human-Centered Recommender Systems—0
Health AI Developer Foundations—0
The Explabox: Model-Agnostic Machine Learning Transparency & Analysis—0
FairAdapter: Detecting AI-generated Images with Improved FairnessCode0
Exploring Accuracy-Fairness Trade-off in Large Language Models—0
On the Fairness, Diversity and Reliability of Text-to-Image Generative Models—0
Optimizing Student Ability Assessment: A Hierarchy Constraint-Aware Cognitive Diagnosis Framework for Educational Contexts—0
How Does Topology Bias Distort Message Passing? A Dirichlet Energy Perspective—0
Quantitative Fairness -- A Framework For The Design Of Equitable Cybernetic Societies—0
Writing Style Matters: An Examination of Bias and Fairness in Information Retrieval Systems—0
Ensuring Safety and Trust: Analyzing the Risks of Large Language Models in Medicine—0
Towards Fairness in AI for Melanoma Detection: Systemic Review and Recommendations—0
Ethical Challenges and Evolving Strategies in the Integration of Artificial Intelligence into Clinical Practice—0
Fair Distillation: Teaching Fairness from Biased Teachers in Medical Imaging—0
Exploring Neural Joint Activity in Spiking Neural Networks for Fraud DetectionCode0
Different Horses for Different Courses: Comparing Bias Mitigation Algorithms in ML—0
Improving Fraud Detection with 1D-Convolutional Spiking Neural Networks Through Bayesian OptimizationCode0
LTCXNet: Advancing Chest X-Ray Analysis with Solutions for Long-Tailed Multi-Label Classification and Fairness Challenges—0
Adaptive Soft Actor-Critic Framework for RIS-Assisted and UAV-Aided Communication—0
Pluralistic Alignment Over Time—0
Establishing and Evaluating Trustworthy AI: Overview and Research Challenges—0
Debias-CLR: A Contrastive Learning Based Debiasing Method for Algorithmic Fairness in Healthcare Applications—0
Everyone deserves their voice to be heard: Analyzing Predictive Gender Bias in ASR Models Applied to Dutch Speech Data—0
SureMap: Simultaneous Mean Estimation for Single-Task and Multi-Task Disaggregated EvaluationCode0
NFRs in Medical Imaging—0
Fair Resource Allocation in Weakly Coupled Markov Decision Processes—0
SAFES: Sequential Privacy and Fairness Enhancing Data Synthesis for Responsible AICode0
Combining Machine Learning Defenses without Conflicts—0
Show:102550
← PrevPage 25 of 114Next →
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