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Fairness

Papers

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Showing 3801–3850 of 5676 papers

TitleStatusHype
On Dyadic Fairness: Exploring and Mitigating Bias in Graph Connections—0
Visual Identification of Problematic Bias in Large Label SpacesCode5
Fair Group-Shared Representations with Normalizing Flows—0
Fairness in Federated Learning for Spatial-Temporal Applications—0
Towards Equal Opportunity Fairness through Adversarial Learning—0
Privacy, Interpretability, and Fairness in the Multilingual Space—0
Improving Fairness without Demographic by Lagged Dynamic Grouping—0
Are Pretrained Multilingual Models Equally Fair Across Languages?—0
Rawlsian Fairness in Online Bipartite Matching: Two-sided, Group, and Individual—0
FairIF: Boosting Fairness in Deep Learning via Influence Functions with Validation Set Sensitive Attributes—0
The Fairness Field Guide: Perspectives from Social and Formal Sciences—0
Power Control for Multigroup Multicast Cell-Free Massive MIMO Downlink—0
Blackbox Post-Processing for Multiclass FairnessCode0
Fighting Money Laundering with Statistics and Machine Learning—0
Fairness Score and Process Standardization: Framework for Fairness Certification in Artificial Intelligence Systems—0
Learning Fair Node Representations with Graph Counterfactual FairnessCode1
FairEdit: Preserving Fairness in Graph Neural Networks through Greedy Graph EditingCode0
Information-Theoretic Bias Reduction via Causal View of Spurious Correlation—0
A Fair and Efficient Hybrid Federated Learning Framework based on XGBoost for Distributed Power Prediction—0
Fair and efficient contribution valuation for vertical federated learning—0
AugmentedPCA: A Python Package of Supervised and Adversarial Linear Factor ModelsCode1
The Effect of Model Compression on Fairness in Facial Expression Recognition—0
AutoBalance: Optimized Loss Functions for Imbalanced DataCode1
Parity-based Cumulative Fairness-aware Boosting—0
Fair Data Representation for Machine Learning at the Pareto FrontierCode0
Toward Pareto Efficient Fairness-Utility Trade-off inRecommendation through Reinforcement Learning—0
BARACK: Partially Supervised Group Robustness With Guarantees—0
Self Reward Design with Fine-grained InterpretabilityCode0
Private Private Information—0
EiFFFeL: Enforcing Fairness in Forests by Flipping Leaves—0
Socially-Optimal Mechanism Design for Incentivized Online Learning—0
Explainability Is in the Mind of the Beholder: Establishing the Foundations of Explainable Artificial Intelligence—0
Online Allocation Problem with Two-sided Resource Constraints—0
Towards Fair Recommendation in Two-Sided PlatformsCode1
NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron IdentificationCode0
Modeling Implicit Bias with Fuzzy Cognitive MapsCode0
Forward Composition Propagation for Explainable Neural ReasoningCode0
Simple and near-optimal algorithms for hidden stratification and multi-group learning—0
Testing Relative Fairness in Human Decisions With Machine LearningCode0
Understanding and Mitigating the Effect of Outliers in Fair RankingCode0
Algorithm Design: A Fairness-Accuracy Frontier—0
Incentivizing Collaboration in Machine Learning via Synthetic Data RewardsCode0
Balancing out Bias: Achieving Fairness Through Balanced Training—0
Fair Active Learning: Solving the Labeling Problem in Insurance—0
Interpretable Data-Based Explanations for Fairness Debugging—0
Personalized On-Device E-health Analytics with Decentralized Block Coordinate Descent—0
There is an elephant in the room: Towards a critique on the use of fairness in biometrics—0
Improving Ethical Outcomes with Machine-in-the-Loop: Broadening Human Understanding of Data Annotations—0
Degendering Resumes for Fair Algorithmic Resume Screening—0
30.000 ways to reach 55% decarbonization of the European electricity sector—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