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Fairness

Papers

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Showing 851–900 of 5676 papers

TitleStatusHype
Fair and Welfare-Efficient Constrained Multi-matchings under UncertaintyCode0
The Intersectionality Problem for Algorithmic Fairness—0
Towards Harmless Rawlsian Fairness Regardless of Demographic PriorCode0
EXAGREE: Towards Explanation Agreement in Explainable Machine Learning—0
Fairness-Utilization Trade-off in Wireless Networks with Explainable Kolmogorov-Arnold Networks—0
Degradation-Infused Energy Portfolio Allocation Framework: Risk-Averse Fair Storage Participation—0
Reducing Biases in Record Matching Through Scores CalibrationCode0
Relax and Merge: A Simple Yet Effective Framework for Solving Fair k-Means and k-sparse Wasserstein Barycenter Problems—0
Federated Learning with Relative Fairness—0
FEED: Fairness-Enhanced Meta-Learning for Domain Generalization—0
Constrained Sampling with Primal-Dual Langevin Monte CarloCode0
Identifying Implicit Social Biases in Vision-Language Models—0
Benchmarking Bias in Large Language Models during Role-Playing—0
BACSA: A Bias-Aware Client Selection Algorithm for Privacy-Preserving Federated Learning in Wireless Healthcare Networks—0
AI-based traffic analysis in digital twin networks—0
A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective—0
Monitoring fairness in machine learning models that predict patient mortality in the ICU—0
Proportional Fairness in Non-Centroid Clustering—0
EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations—0
FAIR-TAT: Improving Model Fairness Using Targeted Adversarial Training—0
Multi-Agent Large Language Models for Conversational Task-SolvingCode2
Thoughtful Adoption of NLP for Civic Participation: Understanding Differences Among Policymakers—0
Demand-Aware Beam Hopping and Power Allocation for Load Balancing in Digital Twin empowered LEO Satellite Networks—0
Saliency-Based diversity and fairness Metric and FaceKeepOriginalAugment: A Novel Approach for Enhancing Fairness and Diversity—0
FGCE: Feasible Group Counterfactual Explanations for Auditing Fairness—0
Online Mirror Descent for Tchebycheff Scalarization in Multi-Objective Optimization—0
A Systematic Review of Machine Learning in Sports Betting: Techniques, Challenges, and Future Directions—0
Simultaneous Unlearning of Multiple Protected User Attributes From Variational Autoencoder Recommenders Using Adversarial TrainingCode0
FairStream: Fair Multimedia Streaming Benchmark for Reinforcement Learning AgentsCode0
FedMABA: Towards Fair Federated Learning through Multi-Armed Bandits Allocation—0
Exploring Welfare Maximization and Fairness in Participatory Budgeting—0
Modelling of Economic Implications of Bias in AI-Powered Health Emergency Response Systems—0
Can We Trust AI Agents? A Case Study of an LLM-Based Multi-Agent System for Ethical AI—0
Most Swiss-system tournaments are unfair: Evidence from chess—0
Balancing the Scales: Enhancing Fairness in Facial Expression Recognition with Latent Alignment—0
FairMT-Bench: Benchmarking Fairness for Multi-turn Dialogue in Conversational LLMs—0
Less Discriminatory Alternative and Interpretable XGBoost Framework for Binary Classification—0
FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation—0
From Efficiency to Equity: Measuring Fairness in Preference Learning—0
From English-Centric to Effective Bilingual: LLMs with Custom Tokenizers for Underrepresented Languages—0
Learning to Explore with Lagrangians for Bandits under Unknown Linear Constraints—0
Demystifying Large Language Models for Medicine: A PrimerCode1
MM-Eval: A Multilingual Meta-Evaluation Benchmark for LLM-as-a-Judge and Reward ModelsCode1
Testing Deep Learning Recommender Systems Models on Synthetic GAN-Generated Datasets—0
Large Language Models Still Exhibit Bias in Long Text—0
BadFair: Backdoored Fairness Attacks with Group-conditioned Triggers—0
FairDgcl: Fairness-aware Recommendation with Dynamic Graph Contrastive LearningCode0
Learning Fair and Preferable Allocations through Neural Network—0
Revisiting Technical Bias Mitigation Strategies—0
Trustworthy XAI and Application—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