SOTAVerified

Fairness

Papers

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Showing 126–150 of 5676 papers

TitleStatusHype
Humble AI in the real-world: the case of algorithmic hiring—0
Beyond Explainability: The Case for AI Validation—0
Fairness in Federated Learning: Fairness for Whom?—0
My Answer Is NOT 'Fair': Mitigating Social Bias in Vision-Language Models via Fair and Biased Residuals—0
OFDMA for Pinching Antenna Systems—0
Graph Guided Diffusion: Unified Guidance for Conditional Graph Generation—0
Causality and "In-the-Wild" Video-Based Person Re-ID: A Survey—0
Improving Recommendation Fairness without Sensitive Attributes Using Multi-Persona LLMs—0
A Responsible Face Recognition Approach for Small and Mid-Scale Systems Through Personalized Neural Networks—0
Fairness Practices in Industry: A Case Study in Machine Learning Teams Building Recommender Systems—0
Logic Gate Neural Networks are Good for VerificationCode0
Effort-aware Fairness: Incorporating a Philosophy-informed, Human-centered Notion of Effort into Algorithmic Fairness Metrics—0
Preserving AUC Fairness in Learning with Noisy Protected GroupsCode0
Soft Weighted Machine Unlearning—0
Smart Energy Guardian: A Hybrid Deep Learning Model for Detecting Fraudulent PV Generation—0
Marginal Fairness: Fair Decision-Making under Risk Measures—0
High-Fidelity Functional Ultrasound Reconstruction via A Visual Auto-Regressive Framework—0
Will Large Language Models Transform Clinical Prediction?—0
Embracing Contradiction: Theoretical Inconsistency Will Not Impede the Road of Building Responsible AI Systems—0
The Staircase of Ethics: Probing LLM Value Priorities through Multi-Step Induction to Complex Moral Dilemmas—0
Liouville PDE-based sliced-Wasserstein flow for fair regression—0
Reasoning in Neurosymbolic AI—0
Evaluating the Performance of Nigerian Lecturers using Multilayer Perceptron—0
AIDRIN 2.0: A Framework to Assess Data Readiness for AI—0
A Generic Framework for Conformal FairnessCode0
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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