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Fairness

Papers

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Showing 2651–2675 of 5676 papers

TitleStatusHype
Investigating Speaker Embedding Disentanglement on Natural Read Speech—0
Learning Unbiased Image Segmentation: A Case Study with Plain Knee Radiographs—0
Towards Carbon-Free Electricity: A Flow-Based Framework for Power Grid Carbon Accounting and Decarbonization—0
The Impact of Group Membership Bias on the Quality and Fairness of Exposure in Ranking—0
Bias Behind the Wheel: Fairness Testing of Autonomous Driving SystemsCode0
A Multidimensional Analysis of Social Biases in Vision Transformers—0
Target specification bias, counterfactual prediction, and algorithmic fairness in healthcare—0
Hard Adversarial Example Mining for Improving Robust Fairness—0
Price-Aware Deep Learning for Electricity Markets—0
SYNAuG: Exploiting Synthetic Data for Data Imbalance Problems—0
Monitoring Algorithmic Fairness under Partial Observations—0
Fair Models in Credit: Intersectional Discrimination and the Amplification of Inequity—0
No Fair Lunch: A Causal Perspective on Dataset Bias in Machine Learning for Medical Imaging—0
On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and Outlook—0
A Suite of Fairness Datasets for Tabular Classification—0
Towards Trustworthy and Aligned Machine Learning: A Data-centric Survey with Causality Perspectives—0
Robust Electric Vehicle Balancing of Autonomous Mobility-On-Demand System: A Multi-Agent Reinforcement Learning Approach—0
An Automata-Theoretic Approach to Synthesizing Binarized Neural Networks—0
RoCar: A Relationship Network-based Evaluation Method for Large Language ModelsCode0
LUCID-GAN: Conditional Generative Models to Locate UnfairnessCode0
The Initial Screening Order ProblemCode0
Is this model reliable for everyone? Testing for strong calibrationCode0
Holistic Survey of Privacy and Fairness in Machine Learning—0
Bipartite Ranking Fairness through a Model Agnostic Ordering AdjustmentCode0
Fair Machine Unlearning: Data Removal while Mitigating DisparitiesCode0
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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