SOTAVerified

Fairness

Papers

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Showing 776–800 of 5676 papers

TitleStatusHype
Balancing Fairness and Accuracy in Data-Restricted Binary Classification—0
Benchmarking Mutual Information-based Loss Functions in Federated Learning—0
Analysing a built-in advantage in asymmetric darts contests using causal machine learning—0
MultiTrust: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models—0
Benign Shortcut for Debiasing: Fair Visual Recognition via Intervention with Shortcut Features—0
Almost Group Envy-free Allocation of Indivisible Goods and Chores—0
Best Arm Identification with Fairness Constraints on Subpopulations—0
Achieving Fairness in Dermatological Disease Diagnosis through Automatic Weight Adjusting Federated Learning and Personalization—0
Analysis of Fairness-promoting Optimization Schemes of Photovoltaic Curtailments for Voltage Regulation in Power Distribution Networks—0
Analysis of Scheduling schemes based on Carrier Aggregation in LTE-Advanced and their improvement—0
Better Fair than Sorry: Adversarial Missing Data Imputation for Fair GNNs—0
Calibrated Fairness in Bandits—0
Beyond Accuracy: A Critical Review of Fairness in Machine Learning for Mobile and Wearable Computing—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
(Almost) Envy-Free, Proportional and Efficient Allocations of an Indivisible Mixed Manna—0
Beyond Algorithmic Fairness: A Guide to Develop and Deploy Ethical AI-Enabled Decision-Support Tools—0
Beyond Behaviorist Representational Harms: A Plan for Measurement and Mitigation—0
Beyond Dataset Creation: Critical View of Annotation Variation and Bias Probing of a Dataset for Online Radical Content Detection—0
Beyond Detection: Designing AI-Resilient Assessments with Automated Feedback Tool to Foster Critical Thinking—0
Beyond Detection: Unveiling Fairness Vulnerabilities in Abusive Language Models—0
Beyond Explainability: The Case for AI Validation—0
Beyond Fairness: Age-Harmless Parkinson's Detection via Voice—0
Balancing Accuracy and Fairness for Interactive Recommendation with Reinforcement Learning—0
Bypassing the Popularity Bias: Repurposing Models for Better Long-Tail Recommendation—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