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Fairness

Papers

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Showing 2751–2800 of 5676 papers

TitleStatusHype
Collaborative Policy Learning for Dynamic Scheduling Tasks in Cloud-Edge-Terminal IoT Networks Using Federated Reinforcement Learning—0
Automatic Counterfactual Augmentation for Robust Text Classification Based on Word-Group Search—0
FARMUR: Fair Adversarial Retraining to Mitigate Unfairness in Robustness—0
Hierarchical Federated Learning Incentivization for Gas Usage Estimation—0
On the Cause of Unfairness: A Training Sample Perspective—0
Transformers in Healthcare: A Survey—0
FFPDG: Fast, Fair and Private Data Generation—0
Systematic analysis of the impact of label noise correction on ML FairnessCode0
Learning Fair Classifiers via Min-Max F-divergence Regularization—0
Simulating counterfactualsCode0
A Three-Way Knot: Privacy, Fairness, and Predictive Performance Dynamics—0
FAIRER: Fairness as Decision Rationale Alignment—0
Toward Fairness Through Fair Multi-Exit Framework for Dermatological Disease Diagnosis—0
Balanced Filtering via Disclosure-Controlled Proxies—0
Insights From Insurance for Fair Machine Learning—0
Fairness Aware Counterfactuals for Subgroups—0
Privacy and Fairness in Federated Learning: on the Perspective of Trade-off—0
Multi-Target Multiplicity: Flexibility and Fairness in Target Specification under Resource ConstraintsCode0
Trading-off price for data quality to achieve fair online allocation—0
Quantum Pufferfish Privacy: A Flexible Privacy Framework for Quantum Systems—0
Auditing Predictive Models for Intersectional Biases—0
Recent Developments in Recommender Systems: A Survey—0
Verifying Global Neural Network Specifications using Hyperproperties—0
Precision psychiatry: predicting predictability—0
Sampling Individually-Fair Rankings that are Always Group Fair—0
Intersectionality and Testimonial Injustice in Medical Records—0
Factors Affecting the Performance of Automated Speaker Verification in Alzheimer's Disease Clinical Trials—0
Towards Characterizing Domain Counterfactuals For Invertible Latent Causal ModelsCode0
DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models—0
Insufficiently Justified Disparate Impact: A New Criterion for Subgroup Fairness—0
A Preliminary Study of ChatGPT on News Recommendation: Personalization, Provider Fairness, Fake NewsCode0
Front-door Adjustment Beyond Markov Equivalence with Limited Graph Knowledge—0
Fairness Index Measures to Evaluate Bias in Biometric Recognition—0
Fairness-aware Message Passing for Graph Neural Networks—0
Gender Bias in Transformer Models: A comprehensive survey—0
Fair Causal Feature Selection—0
Dual Node and Edge Fairness-Aware Graph Partition—0
Subset Selection Based On Multiple Rankings in the Presence of Bias: Effectiveness of Fairness Constraints for Multiwinner Voting Score FunctionsCode0
Fairness in Preference-based Reinforcement Learning—0
Fairness in Multi-Task Learning via Wasserstein BarycentersCode0
Arbitrariness Lies Beyond the Fairness-Accuracy FrontierCode0
Fix Fairness, Don't Ruin Accuracy: Performance Aware Fairness Repair using AutoMLCode0
Fast and Examination-agnostic Reciprocal Recommendation in Matching Markets—0
Datasheets for Machine Learning Sensors: Towards Transparency, Auditability, and Responsibility for Intelligent Sensing—0
Compatibility of Fairness Metrics with EU Non-Discrimination Laws: Demographic Parity & Conditional Demographic Disparity—0
Adding guardrails to advanced chatbots—0
Interpolating Item and User Fairness in Multi-Sided Recommendations—0
On the Amplification of Linguistic Bias through Unintentional Self-reinforcement Learning by Generative Language Models -- A Perspective—0
Trustworthy Artificial Intelligence Framework for Proactive Detection and Risk Explanation of Cyber Attacks in Smart Grid—0
Inference-time Stochastic Ranking with Risk Control—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