SOTAVerified

Fairness

Papers

Showing 27262750 of 5676 papers

TitleStatusHype
Assessing Perceived Fairness from Machine Learning Developer's Perspective0
Inductive Graph UnlearningCode0
GPT detectors are biased against non-native English writersCode1
Blaming Humans and Machines: What Shapes People's Reactions to Algorithmic Harm0
A Transformer-Based Deep Learning Approach for Fairly Predicting Post-Liver Transplant Risk Factors0
Evaluating Online Bandit Exploration In Large-Scale Recommender System0
Fairness-Aware Optimization of Vehicle-to-Vehicle Interaction for Smart EV Charging Coordination0
Globalizing Fairness Attributes in Machine Learning: A Case Study on Health in Africa0
FREDOM: Fairness Domain Adaptation Approach to Semantic Scene UnderstandingCode0
Incremental Verification of Neural NetworksCode1
Counterfactual Learning on Graphs: A SurveyCode2
Learning by Grouping: A Multilevel Optimization Framework for Improving Fairness in Classification without Losing Accuracy0
Fair-CDA: Continuous and Directional Augmentation for Group Fairness0
Predictive Heterogeneity: Measures and Applications0
To be Robust and to be Fair: Aligning Fairness with Robustness0
Mitigating Source Bias for Fairer Weak SupervisionCode0
FairGen: Towards Fair Graph Generation0
Non-Invasive Fairness in Learning through the Lens of Data Drift0
Fairness-Aware Data Valuation for Supervised Learning0
Implicit Visual Bias Mitigation by Posterior Estimate Sharpening of a Bayesian Neural Network0
Fairlearn: Assessing and Improving Fairness of AI Systems0
Fair Federated Medical Image Segmentation via Client Contribution Estimation0
Model and Evaluation: Towards Fairness in Multilingual Text Classification0
Metrics for Dataset Demographic Bias: A Case Study on Facial Expression RecognitionCode0
Measuring Self-Preferencing on Digital Platforms0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86Unverified
21D-CSNNPredictive Equality (age)97.8Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96Unverified