SOTAVerified

Fairness

Papers

Showing 38013825 of 5676 papers

TitleStatusHype
How Do Fairness Definitions Fare? Examining Public Attitudes Towards Algorithmic Definitions of Fairness0
How Do Recommendation Models Amplify Popularity Bias? An Analysis from the Spectral Perspective0
How Fair is Your Diffusion Recommender Model?0
How fair were COVID-19 restriction decisions? A data-driven investigation of England using the dominance-based rough sets approach0
How Far Can Fairness Constraints Help Recover From Biased Data?0
How Global Calibration Strengthens Multiaccuracy0
How model accuracy and explanation fidelity influence user trust0
30.000 ways to reach 55% decarbonization of the European electricity sector0
How much income inequality is fair? Nash bargaining solution and its connection to entropy0
How Personal is Machine Learning Personalization?0
How Robust is Your Fairness? Evaluating and Sustaining Fairness under Unseen Distribution Shifts0
How to address monotonicity for model risk management?0
How to be Fair and Diverse?0
How to be fair? A study of label and selection bias0
Fair Without Leveling Down: A New Intersectional Fairness Definition0
How to Democratise and Protect AI: Fair and Differentially Private Decentralised Deep Learning0
How to Diversify any Personalized Recommender? A User-centric Pre-processing approach0
How to Evaluate the Next System: Automatic Dialogue Evaluation from the Perspective of Continual Learning0
How to Solve Fair k-Center in Massive Data Models0
How to Solve Fair k-Center in Massive Data Models0
How unfair is private learning ?0
Human-AI Collaboration in Decision-Making: Beyond Learning to Defer0
Human-Centered Artificial Intelligence and Machine Learning0
Human Imperceptible Attacks and Applications to Improve Fairness0
Human Implicit Preference-Based Policy Fine-tuning for Multi-Agent Reinforcement Learning in USV Swarm0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86Unverified
21D-CSNNPredictive Equality (age)97.8Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96Unverified