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Fairness

Papers

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Showing 1701–1750 of 5676 papers

TitleStatusHype
Spectral Normalized-Cut Graph Partitioning with Fairness ConstraintsCode0
Certifying Robustness to Programmable Data Bias in Decision Trees—0
Certification of Distributional Individual Fairness—0
A Framework for Fairer Machine Learning in Organizations—0
CertiFair: A Framework for Certified Global Fairness of Neural Networks—0
CERTIFAI: Counterfactual Explanations for Robustness, Transparency, Interpretability, and Fairness of Artificial Intelligence models—0
Are Pretrained Multilingual Models Equally Fair Across Languages?—0
Centralized Scheduling Strategies for Cooperative HARQ Retransmissions in Multi-Source Multi-Relay Wireless Networks—0
Are My Deep Learning Systems Fair? An Empirical Study of Fixed-Seed Training—0
A Conceptual Framework for Ethical Evaluation of Machine Learning Systems—0
Implications of Distance over Redistricting Maps: Central and Outlier Maps—0
Are Models Trained on Indian Legal Data Fair?—0
Cell-Free Satellite-UAV Networks for 6G Wide-Area Internet of Things—0
CEB: Compositional Evaluation Benchmark for Fairness in Large Language Models—0
A Framework for Addressing the Risks and Opportunities In AI-Supported Virtual Health Coaches—0
Matching Learned Causal Effects of Neural Networks with Domain Priors—0
Are Linear Regression Models White Box and Interpretable?—0
Causal Reasoning for Algorithmic Fairness—0
Causal Perception—0
A fixed point approach for computing actuarially fair Pareto optimal risk-sharing rules—0
A Uniform Concentration Inequality for Kernel-Based Two-Sample Statistics—0
A Catalog of Fairness-Aware Practices in Machine Learning Engineering—0
Causal Multi-Level Fairness—0
Reinforcement Learning for Joint Optimization of Multiple Rewards—0
Causal Mediation Analysis with Hidden Confounders—0
Causal Machine Learning: A Survey and Open Problems—0
A Reinforcement Learning Approach to Optimize Available Network Bandwidth Utilization—0
Affirmative Algorithms: The Legal Grounds for Fairness as Awareness—0
Causally Fair Node Classification on Non-IID Graph Data—0
A Reinforcement Learning Approach for RIS-aided Fair Communications—0
Causally Driven Incremental Multi Touch Attribution Using a Recurrent Neural Network—0
Causal Learning for Trustworthy Recommender Systems: A Survey—0
A Regret bound for Non-stationary Multi-Armed Bandits with Fairness Constraints—0
A Federated Reinforcement Learning Framework for Link Activation in Multi-link Wi-Fi Networks—0
A Computational Approach to Improving Fairness in K-means Clustering—0
Causal Learning for Socially Responsible AI—0
Causality Is Key to Understand and Balance Multiple Goals in Trustworthy ML and Foundation Models—0
Are generative models fair? A study of racial bias in dermatological image generation—0
Causality in Neural Networks -- An Extended Abstract—0
Causality-based Neural Network Repair—0
Are Fairness Perceptions Shaped by Income Inequality? Evidence from Latin America—0
AFed: Algorithmic Fair Federated Learning—0
Causality and "In-the-Wild" Video-Based Person Re-ID: A Survey—0
Causality-Aided Trade-off Analysis for Machine Learning Fairness—0
Are fairness metric scores enough to assess discrimination biases in machine learning?—0
Causal Interventions for Fairness—0
Causal Intervention for Fairness in Multi-behavior Recommendation—0
Are Elites Meritocratic and Efficiency-Seeking? Evidence from MBA Students—0
A Fair Pricing Model via Adversarial Learning—0
A Comprehensive Sustainable Framework for Machine Learning and Artificial Intelligence—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