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Fairness

Papers

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Showing 5251–5300 of 5676 papers

TitleStatusHype
Learning Edge Properties in Graphs from Path AggregationsCode0
Learning Efficient and Fair Policies for Uncertainty-Aware Collaborative Human-Robot Order PickingCode0
Streaming Algorithms for Diversity Maximization with Fairness ConstraintsCode0
On the (im)possibility of fairnessCode0
Fair and Representative Subset Selection from Data StreamsCode0
Learning Fair and Interpretable Representations via Linear OrthogonalizationCode0
On the (In)Compatibility between Group Fairness and Individual FairnessCode0
Adaptive Bounded Exploration and Intermediate Actions for Data DebiasingCode0
On the Inductive Biases of Demographic Parity-based Fair Learning AlgorithmsCode0
Striking a Balance in Fairness for Dynamic Systems Through Reinforcement LearningCode0
The Price of Local Fairness in Multistage SelectionCode0
Blackbox Post-Processing for Multiclass FairnessCode0
On the Interplay of Human-AI Alignment,Fairness, and Performance Trade-offs in Medical ImagingCode0
Fairness in Multi-Task Learning via Wasserstein BarycentersCode0
Learning Fair Models without Sensitive Attributes: A Generative ApproachCode0
Learning Fair Naive Bayes Classifiers by Discovering and Eliminating Discrimination PatternsCode0
Fairness in Ranking: Robustness through Randomization without the Protected AttributeCode0
Bias Behind the Wheel: Fairness Testing of Autonomous Driving SystemsCode0
Achieving Group Fairness through Independence in Predictive Process MonitoringCode0
Bipartite Ranking Fairness through a Model Agnostic Ordering AdjustmentCode0
Individual Fairness under Varied Notions of Group Fairness in Bipartite Matching - One Framework to Approximate Them AllCode0
The Pursuit of Algorithmic Fairness: On "Correcting" Algorithmic Unfairness in a Child Welfare Reunification Success ClassifierCode0
Rejected Dialects: Biases Against African American Language in Reward ModelsCode0
Bigger Data or Fairer Data? Augmenting BERT via Active Sampling for Educational Text ClassificationCode0
Towards Fairness-Aware Adversarial LearningCode0
Learning Fair Policies in Multiobjective (Deep) Reinforcement Learning with Average and Discounted RewardsCode0
Training individually fair ML models with Sensitive Subspace RobustnessCode0
dalex: Responsible Machine Learning with Interactive Explainability and Fairness in PythonCode0
On the Long-term Impact of Algorithmic Decision Policies: Effort Unfairness and Feature Segregation through Social LearningCode0
Learning Fair RepresentationsCode0
Fair Machine Learning under Limited Demographically Labeled DataCode0
Learning Fair Representations for Kernel ModelsCode0
Learning Fair Representations via an Adversarial FrameworkCode0
Fairness in Survival Analysis with Distributionally Robust OptimizationCode0
Learning Fair Representations via Rate-Distortion MaximizationCode0
Learning Fair Representations with High-Confidence GuaranteesCode0
BiasGuard: Guardrailing Fairness in Machine Learning Production SystemsCode0
Uncertainty Quantification for Fairness in Two-Stage Recommender SystemsCode0
Learning fair representation with a parametric integral probability metricCode0
Fairness Is Not Enough: Auditing Competence and Intersectional Bias in AI-powered Resume ScreeningCode0
Learning Fair Rule ListsCode0
Hidden Convexity of Fair PCA and Fast Solver via Eigenvalue OptimizationCode0
Fair and accurate age prediction using distribution aware data curation and augmentationCode0
On the Maximal Local Disparity of Fairness-Aware ClassifiersCode0
Achieving Fairness through Adversarial Learning: an Application to Recidivism PredictionCode0
DAFA: Distance-Aware Fair Adversarial TrainingCode0
Fairness meets Cross-Domain Learning: a new perspective on Models and MetricsCode0
Fairness Improvement with Multiple Protected Attributes: How Far Are We?Code0
Reliable or Deceptive? Investigating Gated Features for Smooth Visual Explanations in CNNsCode0
Fairness of ChatGPTCode0
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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