SOTAVerified

Fairness

Papers

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Showing 4201–4250 of 5676 papers

TitleStatusHype
Combining Contention-Based Spectrum Access and Adaptive Modulation using Deep Reinforcement Learning—0
Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values—0
Toward a Fairness-Aware Scoring System for Algorithmic Decision-Making—0
Fairness-aware Class Imbalanced Learning—0
Achieving Counterfactual Fairness for Causal Bandit—0
Rebuilding Trust: Queer in AI Approach to Artificial Intelligence Risk Management—0
Identifying biases in legal data: An algorithmic fairness perspective—0
FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging—0
Algorithmic Fairness Verification with Graphical ModelsCode0
Towards Automatic Bias Detection in Knowledge GraphsCode0
Model-Based Approach for Measuring the Fairness in ASR—0
Improving Fairness for Data Valuation in Horizontal Federated Learning—0
Learning to be Fair: A Consequentialist Approach to Equitable Decision-MakingCode0
Fairness Maximization among Offline Agents in Online-Matching Markets—0
Favoring Eagerness for Remaining Items: Designing Efficient, Fair, and Strategyproof Mechanisms—0
A Fairness Analysis on Private Aggregation of Teacher Ensembles—0
Enforcing fairness in private federated learning via the modified method of differential multipliers—0
Achieving Model Fairness in Vertical Federated LearningCode0
Allocating Indivisible Goods to Strategic Agents: Pure Nash Equilibria and Fairness—0
Measuring Fairness Under Unawareness of Sensitive Attributes: A Quantification-Based ApproachCode0
Balancing out Bias: Achieving Fairness Through Balanced Training—0
Learning from Peers: Deep Transfer Reinforcement Learning for Joint Radio and Cache Resource Allocation in 5G RAN Slicing—0
Self-learn to Explain Siamese Networks Robustly—0
Fast Federated Edge Learning with Overlapped Communication and Computation and Channel-Aware Fair Client Scheduling—0
Auditing the Imputation Effect on Fairness of Predictive Analytics in Higher Education—0
Computation Rate Maximum for Mobile Terminals in UAV-assisted Wireless Powered MEC Networks with Fairness Constraint—0
Training Fair Models in Federated Learning without Data Privacy Infringement—0
Perceptions of Fairness and Trustworthiness Based on Explanations in Human vs. Automated Decision-Making—0
Finding Representative Group Fairness Metrics Using Correlation Estimations—0
FaiREO: User Group Fairness for Equality of Opportunity in Course Recommendation—0
Ethics of AI: A Systematic Literature Review of Principles and Challenges—0
Utility Fairness for the Differentially Private Federated Learning—0
College Student Retention Risk Analysis From Educational Database using Multi-Task Multi-Modal Neural Fusion—0
Omnipredictors—0
Style Pooling: Automatic Text Style Obfuscation for Improved Classification FairnessCode0
Fairness without the sensitive attribute via Causal Variational AutoencoderCode0
Gradual (In)Compatibility of Fairness CriteriaCode0
Fair Compensation—0
A Systematic Approach to Group Fairness in Automated Decision Making—0
Feature-based Individual Fairness in k-Clustering—0
On Characterizing the Trade-off in Invariant Representation LearningCode0
Sustainable Modular Debiasing of Language Models—0
Attributing Fair Decisions with Attention InterventionsCode0
Fairness via AI: Bias Reduction in Medical Information—0
F3: Fair and Federated Face Attribute Classification with Heterogeneous DataCode0
Recommendation Fairness: From Static to Dynamic—0
Balanced House Allocation—0
Assisting Decision Making in Scholarly Peer Review: A Preference Learning Perspective—0
Efficient Algorithms For Fair Clustering with a New Fairness NotionCode0
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond—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