SOTAVerified

Fairness

Papers

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Showing 4301–4325 of 5676 papers

TitleStatusHype
A Novel Approach to Fair Power Allocation for NOMA in Visible Light Communication—0
A novel initialisation based on hospital-resident assignment for the k-modes algorithm—0
A Novel NOMA Solution with RIS Partitioning—0
A Novel Regularization Approach to Fair ML—0
A Novel Terabit Grid-of-Beam Optical Wireless Multi-User Access Network with Beam Clustering—0
Fair Active Learning: Solving the Labeling Problem in Insurance—0
An Overview of Fairness in Data – Illuminating the Bias in Data Pipeline—0
An Overview of Large Language Models for Statisticians—0
Antenna Health-Aware Selective Beamforming for Hardware-Constrained DFRC Systems I—0
Anticipating Gaming to Incentivize Improvement: Guiding Agents in (Fair) Strategic Classification—0
Anti-jamming Transmission of Downlink Cell Free Millimeter-Wave MIMO System—0
An Unsupervised Approach towards Varying Human Skin Tone Using Generative Adversarial Networks—0
A Pairwise Fair and Community-preserving Approach to k-Center Clustering—0
A Polynomial-Time Approximation for Pairwise Fair k-Median Clustering—0
A Post-Processing-Based Fair Federated Learning Framework—0
APPLE: Adversarial Privacy-aware Perturbations on Latent Embedding for Unfairness Mitigation—0
Applying and Evaluating Large Language Models in Mental Health Care: A Scoping Review of Human-Assessed Generative Tasks—0
Approaching Ethical Guidelines for Data Scientists—0
Approaching Machine Learning Fairness through Adversarial Network—0
Appropriate Fairness Perceptions? On the Effectiveness of Explanations in Enabling People to Assess the Fairness of Automated Decision Systems—0
Approximate Birkhoff-von-Neumann decomposition: a differentiable approach—0
Approximate Heavily-Constrained Learning with Lagrange Multiplier Models—0
Approximating Fair k-Min-Sum-Radii in Euclidean Space—0
A Practical guide on Explainable AI Techniques applied on Biomedical use case applications—0
A Pre-processing Method for Fairness in Ranking—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