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Fairness

Papers

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Showing 3701–3750 of 5676 papers

TitleStatusHype
Gendered Language in Resumes and its Implications for Algorithmic Bias in Hiring—0
Gender, Race, and Intersectional Bias in Resume Screening via Language Model Retrieval—0
Gender Representation in Open Source Speech Resources—0
Gender Slopes: Counterfactual Fairness for Computer Vision Models by Attribute Manipulation—0
General Fair Empirical Risk Minimization—0
Generalization In Multi-Objective Machine Learning—0
Generalized Groves of Neural Additive Models: Pursuing transparent and accurate machine learning models in finance—0
Generalized Reductions: Making any Hierarchical Clustering Fair and Balanced with Low Cost—0
Adaptation and Generalization for Unknown Sensitive Factors of Variations—0
Transferring Fairness using Multi-Task Learning with Limited Demographic Information—0
Generalizing Trust: Weak-to-Strong Trustworthiness in Language Models—0
Generating Counterfactual Explanations Using Cardinality Constraints—0
Generating Synthetic Fair Syntax-agnostic Data by Learning and Distilling Fair Representation—0
Generative Adversarial Models for Learning Private and Fair Representations—0
Generative Adversarial Reviews: When LLMs Become the Critic—0
Generative AI Triggers Welfare-Reducing Decisions in Humans—0
Generative Auto-Encoder: Non-adversarial Controllable Synthesis with Disentangled Exploration—0
Generative Fairness Teaching—0
Generative models improve fairness of medical classifiers under distribution shifts—0
Generative Models of Huge Objects—0
GenLens: A Systematic Evaluation of Visual GenAI Model Outputs—0
Geometry-aware Generation of Adversarial and Cooperative Point Clouds—0
Getting Fairness Right: Towards a Toolbox for Practitioners—0
GFairHint: Improving Individual Fairness for Graph Neural Networks via Fairness Hint—0
GIFAIR-FL: A Framework for Group and Individual Fairness in Federated Learning—0
Globalizing Fairness Attributes in Machine Learning: A Case Study on Health in Africa—0
Global-Liar: Factuality of LLMs over Time and Geographic Regions—0
GLOCALFAIR: Jointly Improving Global and Local Group Fairness in Federated Learning—0
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning—0
Good proctor or "Big Brother"? AI Ethics and Online Exam Supervision Technologies—0
Governance Challenges in Reinforcement Learning from Human Feedback: Evaluator Rationality and Reinforcement Stability—0
GPT in Game Theory Experiments—0
GPT is Not an Annotator: The Necessity of Human Annotation in Fairness Benchmark Construction—0
Gradient-Driven Graph Neural Networks for Learning Digital and Hybrid Precoder—0
Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning—0
Gradient Reversal Against Discrimination—0
Grading video interviews with fairness considerations—0
Graph-based Multi-View Fusion and Local Adaptation: Mitigating Within-Household Confusability for Speaker Identification—0
Graph Fairness Learning under Distribution Shifts—0
GRAPHGINI: Fostering Individual and Group Fairness in Graph Neural Networks—0
Graph Guided Diffusion: Unified Guidance for Conditional Graph Generation—0
Graphical House Allocation—0
Graph Learning—0
Graph Learning with Localized Neighborhood Fairness—0
Graph Neural Network Surrogates of Fair Graph Filtering—0
Greedy Algorithms for Fair Division of Mixed Manna—0
Group-Adaptive Threshold Optimization for Robust AI-Generated Text Detection—0
Group-Aware Threshold Adaptation for Fair Classification—0
Group-based Fair Learning Leads to Counter-intuitive Predictions—0
Group conditional validity via multi-group learning—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