SOTAVerified

Fairness

Papers

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Showing 3201–3225 of 5676 papers

TitleStatusHype
Reputation as insurance: how reputation moderates public backlash following a company's decision to profiteer—0
RESFL: An Uncertainty-Aware Framework for Responsible Federated Learning by Balancing Privacy, Fairness and Utility in Autonomous Vehicles—0
Residual Unfairness in Fair Machine Learning from Prejudiced Data—0
Resilient Constrained Learning—0
Resolving the Imbalance Issue in Hierarchical Disciplinary Topic Inference via LLM-based Data Augmentation—0
Resource Allocation for Mixed Numerology NOMA—0
Resource Allocation in Wireless Networks with Energy Constraints—0
Resource Allocation under the Latin Square Constraint—0
Resource-constrained Fairness—0
Responsible AI Challenges in End-to-end Machine Learning—0
Responsible AI for Test Equity and Quality: The Duolingo English Test as a Case Study—0
Responsible AI: Gender bias assessment in emotion recognition—0
Responsible AI Pattern Catalogue: A Collection of Best Practices for AI Governance and Engineering—0
Responsible AI Question Bank: A Comprehensive Tool for AI Risk Assessment—0
Responsible Artificial Intelligence -- from Principles to Practice—0
Responsible Emergent Multi-Agent Behavior—0
Rethinking Class Imbalance in Machine Learning—0
Rethinking Fairness: An Interdisciplinary Survey of Critiques of Hegemonic ML Fairness Approaches—0
Rethinking Fairness for Human-AI Collaboration—0
Rethinking the Starting Point: Collaborative Pre-Training for Federated Downstream Tasks—0
Retrofitting Large Language Models with Dynamic Tokenization—0
Revealing Hidden Bias in AI: Lessons from Large Language Models—0
Review of Demographic Fairness in Face Recognition—0
Review of Mathematical frameworks for Fairness in Machine Learning—0
Revisit, Extend, and Enhance Hessian-Free Influence Functions—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