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Fairness

Papers

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Showing 1251–1300 of 5676 papers

TitleStatusHype
TowerDebias: A Novel Unfairness Removal Method Based on the Tower Property—0
Optimisation Strategies for Ensuring Fairness in Machine Learning: With and Without DemographicsCode0
Properties of fairness measures in the context of varying class imbalance and protected group ratiosCode0
Fair Summarization: Bridging Quality and Diversity in Extractive SummariesCode0
Mitigating Bias in Queer Representation within Large Language Models: A Collaborative Agent ApproachCode0
Aligning Visual Contrastive learning models via Preference OptimizationCode0
A Stochastic Optimization Framework for Private and Fair Learning From Decentralized DataCode0
WassFFed: Wasserstein Fair Federated Learning—0
Neuro-Symbolic Rule Lists—0
A Review of Fairness and A Practical Guide to Selecting Context-Appropriate Fairness Metrics in Machine Learning—0
Diversity and Inclusion in AI for Recruitment: Lessons from Industry Workshop—0
Axiomatic characterizations of some simple risk-sharing rules—0
Interpret the Internal States of Recommendation Model with Sparse AutoencoderCode0
Enhancing Model Fairness and Accuracy with Similarity Networks: A Methodological Approach—0
Fairness in Monotone k-submodular Maximization: Algorithms and Applications—0
Evaluating the Economic Implications of Using Machine Learning in Clinical Psychiatry—0
The Multiple Dimensions of Spuriousness in Machine Learning—0
Comparing Fairness of Generative Mobility Models—0
ComFairGNN: Community Fair Graph Neural Network—0
Policy AggregationCode0
A Capabilities Approach to Studying Bias and Harm in Language Technologies—0
Fair Exploration and Exploitation—0
Cooperation and Personalization on a Seesaw: Choice-based FL for Safe Cooperation in Wireless Networks—0
Alpha and Prejudice: Improving α-sized Worst-case Fairness via Intrinsic Reweighting—0
EXAGREE: Towards Explanation Agreement in Explainable Machine Learning—0
A Directional Rockafellar-Uryasev Regression—0
Fairness-Utilization Trade-off in Wireless Networks with Explainable Kolmogorov-Arnold Networks—0
Towards Harmless Rawlsian Fairness Regardless of Demographic PriorCode0
Fair and Welfare-Efficient Constrained Multi-matchings under UncertaintyCode0
The Intersectionality Problem for Algorithmic Fairness—0
Fair In-Context Learning via Latent Concept VariablesCode0
Reducing Biases in Record Matching Through Scores CalibrationCode0
Degradation-Infused Energy Portfolio Allocation Framework: Risk-Averse Fair Storage Participation—0
Federated Learning with Relative Fairness—0
FEED: Fairness-Enhanced Meta-Learning for Domain Generalization—0
Relax and Merge: A Simple Yet Effective Framework for Solving Fair k-Means and k-sparse Wasserstein Barycenter Problems—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
Identifying Implicit Social Biases in Vision-Language Models—0
AI-based traffic analysis in digital twin networks—0
Constrained Sampling with Primal-Dual Langevin Monte CarloCode0
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
EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations—0
FAIR-TAT: Improving Model Fairness Using Targeted Adversarial Training—0
Proportional Fairness in Non-Centroid Clustering—0
Thoughtful Adoption of NLP for Civic Participation: Understanding Differences Among Policymakers—0
Online Mirror Descent for Tchebycheff Scalarization in Multi-Objective Optimization—0
Saliency-Based diversity and fairness Metric and FaceKeepOriginalAugment: A Novel Approach for Enhancing Fairness and Diversity—0
Demand-Aware Beam Hopping and Power Allocation for Load Balancing in Digital Twin empowered LEO Satellite Networks—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