SOTAVerified

Fairness

Papers

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Showing 4576–4600 of 5676 papers

TitleStatusHype
Assessing Fairness in Classification Parity of Machine Learning Models in Healthcare—0
Removing biased data to improve fairness and accuracyCode0
One Label, One Billion Faces: Usage and Consistency of Racial Categories in Computer Vision—0
Key Technology Considerations in Developing and Deploying Machine Learning Models in Clinical Radiology Practice—0
Fairness for Unobserved Characteristics: Insights from Technological Impacts on Queer Communities—0
Impact of Data Processing on Fairness in Supervised Learning—0
BeFair: Addressing Fairness in the Banking Sector—0
Agent Incentives: A Causal Perspective—0
Quantum Fair Machine Learning—0
Emergent Unfairness in Algorithmic Fairness-Accuracy Trade-Off Research—0
Resource Allocation for Mixed Numerology NOMA—0
[Re] Reproducing Learning to Deceive With Attention-Based ExplanationsCode0
[Re] Replication Study of 'Generative causal explanations of black-box classifiers'Code0
Priority-based Post-Processing Bias Mitigation for Individual and Group Fairness—0
Fairness through Social Welfare Optimization—0
The effect of differential victim crime reporting on predictive policing systemsCode0
When the Umpire is also a Player: Bias in Private Label Product Recommendations on E-commerce Marketplaces—0
Fair Resource Allocation for Demands with Sharp Lower Tail Inequalities—0
Beyond traditional assumptions in fair machine learning—0
Fairness for Whom? Understanding the Reader's Perception of Fairness in Text Summarization—0
A Balance for Fairness: Fair Distribution Utilising Physics in Games of Characteristic Function Form—0
A Hybrid 2-stage Neural Optimization for Pareto Front Extraction—0
Sampling a Near Neighbor in High Dimensions -- Who is the Fairest of Them All?Code0
Black Feminist Musings on Algorithmic Oppression—0
Performance of Cell-Free MmWave Massive MIMO Systems with Fronthaul Compression and DAC Quantization—0
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All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

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