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Fairness

Papers

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Showing 3201–3250 of 5676 papers

TitleStatusHype
Reputation as insurance: how reputation moderates public backlash following a company's decision to profiteer—0
RESFL: An Uncertainty-Aware Framework for Responsible Federated Learning by Balancing Privacy, Fairness and Utility in Autonomous Vehicles—0
Residual Unfairness in Fair Machine Learning from Prejudiced Data—0
Resilient Constrained Learning—0
Resolving the Imbalance Issue in Hierarchical Disciplinary Topic Inference via LLM-based Data Augmentation—0
Resource Allocation for Mixed Numerology NOMA—0
Resource Allocation in Wireless Networks with Energy Constraints—0
Resource Allocation under the Latin Square Constraint—0
Resource-constrained Fairness—0
Responsible AI Challenges in End-to-end Machine Learning—0
Responsible AI for Test Equity and Quality: The Duolingo English Test as a Case Study—0
Responsible AI: Gender bias assessment in emotion recognition—0
Responsible AI Pattern Catalogue: A Collection of Best Practices for AI Governance and Engineering—0
Responsible AI Question Bank: A Comprehensive Tool for AI Risk Assessment—0
Responsible Artificial Intelligence -- from Principles to Practice—0
Responsible Emergent Multi-Agent Behavior—0
Rethinking Class Imbalance in Machine Learning—0
Rethinking Fairness: An Interdisciplinary Survey of Critiques of Hegemonic ML Fairness Approaches—0
Rethinking Fairness for Human-AI Collaboration—0
Rethinking the Starting Point: Collaborative Pre-Training for Federated Downstream Tasks—0
Retrofitting Large Language Models with Dynamic Tokenization—0
Revealing Hidden Bias in AI: Lessons from Large Language Models—0
Review of Demographic Fairness in Face Recognition—0
Review of Mathematical frameworks for Fairness in Machine Learning—0
Revisit, Extend, and Enhance Hessian-Free Influence Functions—0
Discriminative Entropy Clustering and its Relation to K-means and SVM—0
Revisiting Fairness in Multitask Learning: A Performance-Driven Approach for Variance Reduction—0
Revisiting Priority k-Center: Fairness and Outliers—0
Revisiting Technical Bias Mitigation Strategies—0
Revisiting the Berkeley Admissions data: Statistical Tests for Causal Hypotheses—0
Reviving Purpose Limitation and Data Minimisation in Data-Driven Systems—0
Reweighted Mixup for Subpopulation Shift—0
Re-weighting Based Group Fairness Regularization via Classwise Robust Optimization—0
Risk Preferences of Learning Algorithms—0
Risk-Controlling Model Selection via Guided Bayesian Optimization—0
Risk-Sensitive Markov Decision Processes with Combined Metrics of Mean and Variance—0
RIS Meets O-RAN: A Practical Demonstration of Multi-user RIS Optimization through RIC—0
ROBBIE: Robust Bias Evaluation of Large Generative Language Models—0
Robust and Provably Monotonic Networks—0
Robust Beamforming Design for Fairness-Aware Energy Efficiency Maximization in RIS-Assisted mmWave Communications—0
Robust Electric Vehicle Balancing of Autonomous Mobility-On-Demand System: A Multi-Agent Reinforcement Learning Approach—0
Robust Fairness-aware Learning Under Sample Selection Bias—0
Robust ML Auditing using Prior Knowledge—0
Robustness May Be at Odds with Fairness: An Empirical Study on Class-wise Accuracy—0
Robustness Verification for Knowledge-Based Logic of Risky Driving Scenes—0
Robust NOMA-assisted OTFS-ISAC Network Design with 3D Motion Prediction Topology—0
Robust Representation Learning for Unified Online Top-K Recommendation—0
Routing in Mixed Transportation Systems for Mobility Equity—0
Royal Processions: Incentives, Efficiency and Fairness in Two-sided Matching—0
Runtime Monitoring of Dynamic Fairness Properties—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