SOTAVerified

Fairness

Papers

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Showing 2626–2650 of 5676 papers

TitleStatusHype
Fair Streaming Feature Selection—0
Fair Community Detection and Structure Learning in Heterogeneous Graphical Models—0
Fair Submodular Cover—0
Fair Sufficient Representation Learning—0
Dataset Representativeness and Downstream Task Fairness—0
CONFAIR: Configurable and Interpretable Algorithmic Fairness—0
Auditing the Imputation Effect on Fairness of Predictive Analytics in Higher Education—0
FairTargetSim: An Interactive Simulator for Understanding and Explaining the Fairness Effects of Target Variable Definition—0
Fair task allocation in transportation—0
FAIR-TAT: Improving Model Fairness Using Targeted Adversarial Training—0
Datasheets for Machine Learning Sensors: Towards Transparency, Auditability, and Responsibility for Intelligent Sensing—0
Fair Text-to-Image Diffusion via Fair Mapping—0
FAIRTOPIA: Envisioning Multi-Agent Guardianship for Disrupting Unfair AI Pipelines—0
Federated Learning with Relative Fairness—0
Fair Training of Decision Tree Classifiers—0
Fair treatment allocations in social networks—0
Data vs. Model Machine Learning Fairness Testing: An Empirical Study—0
Fairlearn: Assessing and Improving Fairness of AI Systems—0
Cognitive Models as Simulators: The Case of Moral Decision-Making—0
Fair Uncertainty Quantification for Depression Prediction—0
DBFed: Debiasing Federated Learning Framework based on Domain-Independent—0
Fair Visual Recognition via Intervention with Proxy Features—0
D-BIAS: A Causality-Based Human-in-the-Loop System for Tackling Algorithmic Bias—0
Dbias: Detecting biases and ensuring Fairness in news articles—0
A Self-Adaptive Synthetic Over-Sampling Technique for Imbalanced Classification—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