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Fairness

Papers

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Showing 3051–3075 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
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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