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Fairness

Papers

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Showing 3551–3600 of 5676 papers

TitleStatusHype
Exploring the Impact of Temporal Bias in Point-of-Interest RecommendationCode0
Causal Fairness Analysis—0
Handling Data Heterogeneity in Federated Learning via Knowledge Distillation and FusionCode0
Verifying Fairness in Quantum Machine LearningCode0
Towards Fairness-Aware Multi-Objective Optimization—0
Algorithmic Fairness in Business Analytics: Directions for Research and Practice—0
Toward Fairness in Speech Recognition: Discovery and mitigation of performance disparities—0
Network Revenue Management with Demand Learning and Fair Resource-Consumption Balancing—0
Joint Proportional Fairness Scheduling Using Iterative Search for mmWave Concurrent Transmission—0
FOCUS: Fairness via Agent-Awareness for Federated Learning on Heterogeneous Data—0
Detecting Shortcut Learning for Fair Medical AI using Shortcut Testing—0
Mitigating Algorithmic Bias with Limited AnnotationsCode0
AI Fairness: from Principles to Practice—0
Measuring and signing fairness as performance under multiple stakeholder distributions—0
MANI-Rank: Multiple Attribute and Intersectional Group Fairness for Consensus RankingCode0
A Game-theoretic Model of the Consumer Behavior Under Pay-What-You-Want Pricing Strategy—0
When Fairness Meets Privacy: Fair Classification with Semi-Private Sensitive Attributes—0
Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation—0
Characterization of Group-Fair Social Choice Rules under Single-Peaked Preferences—0
Data Representativeness in Accessibility Datasets: A Meta-Analysis—0
Indivisible Participatory Budgeting under Weak Rankings—0
Modeling Quality and Machine Learning Pipelines through Extended Feature Models—0
From Single Aircraft to Communities: A Neutral Interpretation of Air Traffic Complexity Dynamics—0
More Data Can Lead Us Astray: Active Data Acquisition in the Presence of Label Bias—0
Adversarial Reweighting for Speaker Verification Fairness—0
Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey—0
SHAP-XRT: The Shapley Value Meets Conditional Independence TestingCode0
Understanding Unfairness in Fraud Detection through Model and Data Bias Interactions—0
Towards A Holistic View of Bias in Machine Learning: Bridging Algorithmic Fairness and Imbalanced LearningCode0
RepFair-GAN: Mitigating Representation Bias in GANs Using Gradient Clipping—0
Long Term Fairness for Minority Groups via Performative Distributionally Robust Optimization—0
Causal Conceptions of Fairness and their Consequences—0
Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among Complexity, Leakage, and UtilityCode0
How Robust is your Fair Model? Exploring the Robustness of Diverse Fairness StrategiesCode0
On Graph Neural Network Fairness in the Presence of Heterophilous Neighborhoods—0
On the Need and Applicability of Causality for Fairness: A Unified Framework for AI Auditing and Legal Analysis—0
Graph-based Multi-View Fusion and Local Adaptation: Mitigating Within-Household Confusability for Speaker Identification—0
Probing Classifiers are Unreliable for Concept Removal and Detection—0
Fairness and Bias in Robot Learning—0
Individual Preference Stability for ClusteringCode0
Group Equality in Adaptive Submodular MaximizationCode0
A Comprehensive Empirical Study of Bias Mitigation Methods for Machine Learning ClassifiersCode0
Calibrate to InterpretCode0
Enhancing Fairness of Visual Attribute PredictorsCode0
Towards Substantive Conceptions of Algorithmic Fairness: Normative Guidance from Equal Opportunity Doctrines—0
Rawlsian AssignmentsCode0
User Pairing and Power Allocation for FTN-based SC-NOMA and MIMO-NOMA Systems Considering User Fairness—0
Developing a Philosophical Framework for Fair Machine Learning: Lessons From The Case of Algorithmic Collusion—0
How Robust is Your Fairness? Evaluating and Sustaining Fairness under Unseen Distribution Shifts—0
Time-consistent pension policy with minimum guarantee and sustainability constraint—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