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Fairness

Papers

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Showing 2701–2750 of 5676 papers

TitleStatusHype
Test-takers have a say: understanding the implications of the use of AI in language tests—0
Explanation-Guided Fair Federated Learning for Transparent 6G RAN Slicing—0
Mitigating Label Bias via Decoupled Confident Learning—0
Oracle Efficient Online Multicalibration and Omniprediction—0
The Great Deception: A Comprehensive Study of Execution Strategies in Corporate Share Buy-Backs—0
Navigating Fairness Measures and Trade-Offs—0
Enhancing Next-Generation Urban Connectivity: Is the Integrated HAPS-Terrestrial Network a Solution?—0
An Admissible Shift-Consistent Method for Recommender Systems—0
Imposing Consistency Properties on Blackbox Systems with Applications to SVD-Based Recommender Systems—0
Fairness in KI-Systemen—0
A Hybrid NOMA-OMA Scheme for Inter-plane Intersatellite Communications in Massive LEO Constellations—0
Learning for Counterfactual Fairness from Observational Data—0
Certifying the Fairness of KNN in the Presence of Dataset Bias—0
Learning Subjective Time-Series Data via Utopia Label Distribution Approximation—0
Expressive Monotonic Neural NetworksCode0
Fairness of ChatGPT and the Role Of Explainable-Guided PromptsCode0
National Origin Discrimination in Deep-learning-powered Automated Resume Screening—0
Identifying Early Help Referrals For Local Authorities With Machine Learning And Bias AnalysisCode0
FAIRO: Fairness-aware Adaptation in Sequential-Decision Making for Human-in-the-Loop Systems—0
SAM-U: Multi-box prompts triggered uncertainty estimation for reliable SAM in medical image—0
Decorrelation using Optimal TransportCode0
Towards A Scalable Solution for Improving Multi-Group Fairness in Compositional Classification—0
FairLay-ML: Intuitive Remedies for Unfairness in Data-Driven Social-Critical AlgorithmsCode0
Ranking with Long-Term ConstraintsCode0
DBFed: Debiasing Federated Learning Framework based on Domain-Independent—0
Learning to Generate Equitable Text in Dialogue from Biased Training DataCode0
Counterfactual Explanation for Fairness in Recommendation—0
Fairness-aware Federated Minimax Optimization with Convergence Guarantee—0
Fairness and Diversity in Recommender Systems: A SurveyCode0
On The Impact of Machine Learning Randomness on Group Fairness—0
Is ChatGPT a Good Personality Recognizer? A Preliminary Study—0
Fairness-Aware Graph Neural Networks: A Survey—0
On Formal Feature Attribution and Its ApproximationCode0
Incentive Allocation in Vertical Federated Learning Based on Bankruptcy Problem—0
CuTS: Customizable Tabular Synthetic Data GenerationCode0
Federated Learning over a Wireless Network: Distributed User Selection through Random Access—0
RADAR: Robust AI-Text Detection via Adversarial Learning—0
Subjective Crowd Disagreements for Subjective Data: Uncovering Meaningful CrowdOpinion with Population-level LearningCode0
When Fair Classification Meets Noisy Protected AttributesCode0
Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation—0
BaBE: Enhancing Fairness via Estimation of Latent Explaining Variables—0
Through the Fairness Lens: Experimental Analysis and Evaluation of Entity MatchingCode0
Analysis of Scheduling schemes based on Carrier Aggregation in LTE-Advanced and their improvement—0
Dynamical Isometry based Rigorous Fair Neural Architecture Search—0
Algorithms, Incentives, and Democracy—0
Shapley Sets: Feature Attribution via Recursive Function Decomposition—0
Mitigating Calibration Bias Without Fixed Attribute Grouping for Improved Fairness in Medical Imaging Analysis—0
Wearable-based Fair and Accurate Pain Assessment Using Multi-Attribute Fairness Loss in Convolutional Neural Networks—0
Robust Beamforming Design for Fairness-Aware Energy Efficiency Maximization in RIS-Assisted mmWave Communications—0
Equal Confusion Fairness: Measuring Group-Based Disparities in Automated Decision SystemsCode0
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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