SOTAVerified

Fairness

Papers

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Showing 2351–2375 of 5676 papers

TitleStatusHype
Analyzing Bias in Sensitive Personal Information Used to Train Financial Models—0
A Dichotomous Analysis of Unemployment Benefits—0
Early Diagnosis of Chronic Obstructive Pulmonary Disease from Chest X-Rays using Transfer Learning and Fusion Strategies—0
Reranking individuals: The effect of fair classification within-groups—0
E2FL: Equal and Equitable Federated Learning—0
Beyond-Accuracy: A Review on Diversity, Serendipity and Fairness in Recommender Systems Based on Graph Neural Networks—0
Analyzing and Mitigating Bias for Vulnerable Classes: Towards Balanced Representation in Dataset—0
Dynamic Slimmable Denoising Network—0
Beyond Accuracy: A Critical Review of Fairness in Machine Learning for Mobile and Wearable Computing—0
Dynamic Scheduling Strategies for Resource Optimization in Computing Environments—0
Dynamic Pricing for On-Demand DNN Inference in the Edge-AI Market—0
Analytic Automated Essay Scoring Based on Deep Neural Networks Integrating Multidimensional Item Response Theory—0
AdEval: Alignment-based Dynamic Evaluation to Mitigate Data Contamination in Large Language Models—0
Dynamic Multichannel Access via Multi-agent Reinforcement Learning: Throughput and Fairness Guarantees—0
Dynamic Modeling and Equilibria in Fair Decision Making—0
Better Fair than Sorry: Adversarial Missing Data Imputation for Fair GNNs—0
Dynamic fairness - Breaking vicious cycles in automatic decision making—0
Dynamic Fairness-Aware Spectrum Auction for Enhanced Licensed Shared Access in 6G Networks—0
Analysis of Scheduling schemes based on Carrier Aggregation in LTE-Advanced and their improvement—0
Dynamic fairness-aware recommendation through multi-agent social choice—0
Dynamic Fair Federated Learning Based on Reinforcement Learning—0
Dynamic Environment Responsive Online Meta-Learning with Fairness Awareness—0
Dynamical Isometry based Rigorous Fair Neural Architecture Search—0
Best-Case Lower Bounds in Online Learning—0
Analysis of Fairness-promoting Optimization Schemes of Photovoltaic Curtailments for Voltage Regulation in Power Distribution Networks—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