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Fairness

Papers

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Showing 3051–3100 of 5676 papers

TitleStatusHype
Extending the Machine Learning Abstraction Boundary: A Complex Systems Approach to Incorporate Societal Context—0
Extension of Sparse Randomized Kaczmarz Algorithm for Multiple Measurement Vectors—0
Extracting Fairness Policies from Legal Documents—0
FairVision: Equitable Deep Learning for Eye Disease Screening via Fair Identity Scaling—0
FaceSaliencyAug: Mitigating Geographic, Gender and Stereotypical Biases via Saliency-Based Data Augmentation—0
FACET: Fairness in Computer Vision Evaluation Benchmark—0
Facets of Fairness in Search and Recommendation—0
Facial Width-to-Height Ratio Does Not Predict Self-Reported Behavioral Tendencies—0
FACTER: Fairness-Aware Conformal Thresholding and Prompt Engineering for Enabling Fair LLM-Based Recommender Systems—0
Factoring the Matrix of Domination: A Critical Review and Reimagination of Intersectionality in AI Fairness—0
Factors Affecting the Performance of Automated Speaker Verification in Alzheimer's Disease Clinical Trials—0
FactSheets: Increasing Trust in AI Services through Supplier's Declarations of Conformity—0
FADE: Adversarial Concept Erasure in Flow Models—0
FADES: Fair Disentanglement with Sensitive Relevance—0
FAE: A Fairness-Aware Ensemble Framework—0
Fair4Free: Generating High-fidelity Fair Synthetic Samples using Data Free Distillation—0
FairACE: Achieving Degree Fairness in Graph Neural Networks via Contrastive and Adversarial Group-Balanced Training—0
Fair Active Learning in Low-Data Regimes—0
Fair Active Ranking from Pairwise Preferences—0
Fair Adversarial Networks—0
FairAIED: Navigating Fairness, Bias, and Ethics in Educational AI Applications—0
Fair Algorithm Design: Fair and Efficacious Machine Scheduling—0
Fair Algorithms for Hierarchical Agglomerative Clustering—0
Fair Algorithms for Infinite and Contextual Bandits—0
Fair Algorithms for Learning in Allocation Problems—0
Fair Algorithms for Multi-Agent Multi-Armed Bandits—0
Fair Allocation Based Soft Load Shedding—0
Fair Allocation in Dynamic Mechanism Design—0
Fair and Accurate Regression: Strong Formulations and Algorithms—0
Fair and efficient contribution valuation for vertical federated learning—0
Fair and Efficient Distributed Edge Learning with Hybrid Multipath TCP—0
Fairness for Multi-Self Agents—0
Fair and Efficient Resource Allocation with Partial Information—0
Fair and Energy-Efficient Activation Control Mechanisms for Repeater-Assisted Massive MIMO—0
Most Equitable Voting Rules—0
Fair and Green Hyperparameter Optimization via Multi-objective and Multiple Information Source Bayesian Optimization—0
Fair and Optimal Cohort Selection for Linear Utilities—0
Fair and skill-diverse student group formation via constrained k-way graph partitioning—0
Fair and Unbiased Algorithmic Decision Making: Current State and Future Challenges—0
Fair and Useful Cohort Selection—0
Fair Anomaly Detection For Imbalanced Groups—0
FairASR: Fair Audio Contrastive Learning for Automatic Speech Recognition—0
Fair assignment of indivisible objects under ordinal preferences—0
FairAutoML: Embracing Unfairness Mitigation in AutoML—0
Fair AutoML Through Multi-objective Optimization—0
Bandit Learning with Delayed Impact of Actions—0
Fair Bayesian Optimization—0
FairBelief - Assessing Harmful Beliefs in Language Models—0
FairMonitor: A Four-Stage Automatic Framework for Detecting Stereotypes and Biases in Large Language Models—0
fairBERTs: Erasing Sensitive Information Through Semantic and Fairness-aware Perturbations—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