SOTAVerified

Fairness

Papers

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Showing 1576–1600 of 5676 papers

TitleStatusHype
Dynamic Scheduling Strategies for Resource Optimization in Computing Environments—0
Dynamic Slimmable Denoising Network—0
Cooperation and Personalization on a Seesaw: Choice-based FL for Safe Cooperation in Wireless Networks—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
Reranking individuals: The effect of fair classification within-groups—0
Early Diagnosis of Chronic Obstructive Pulmonary Disease from Chest X-Rays using Transfer Learning and Fusion Strategies—0
AI Data Readiness Inspector (AIDRIN) for Quantitative Assessment of Data Readiness for AI—0
Fair Incentives for Repeated Engagement—0
Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads—0
Convex Markov Games: A New Frontier for Multi-Agent Reinforcement Learning—0
EchoQA: A Large Collection of Instruction Tuning Data for Echocardiogram Reports—0
Beyond Behaviorist Representational Harms: A Plan for Measurement and Mitigation—0
EdgeMixup: Improving Fairness for Skin Disease Classification and Segmentation—0
Editable Fairness: Fine-Grained Bias Mitigation in Language Models—0
Beyond Detection: Designing AI-Resilient Assessments with Automated Feedback Tool to Foster Critical Thinking—0
Vertical Allocation-based Fair Exposure Amortizing in Ranking—0
Beyond Detection: Unveiling Fairness Vulnerabilities in Abusive Language Models—0
A survey of recent methods for addressing AI fairness and bias in biomedicine—0
Efficiency and Sequenceability in Fair Division of Indivisible Goods with Additive Preferences—0
Efficiency, Fairness, and Stability in Non-Commercial Peer-to-Peer Ridesharing—0
Unambiguous Efficiency of Random Allocations—0
Efficiency, Sequenceability and Deal-Optimality in Fair Division of Indivisible Goods—0
AdapShare: An RL-Based Dynamic Spectrum Sharing Solution for O-RAN—0
Enhancements for Developing a Comprehensive AI Fairness Assessment Standard—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