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Fairness

Papers

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Showing 4401–4450 of 5676 papers

TitleStatusHype
My Answer Is NOT 'Fair': Mitigating Social Bias in Vision-Language Models via Fair and Biased Residuals—0
"My Kind of Woman": Analysing Gender Stereotypes in AI through The Averageness Theory and EU Law—0
Nash Regret Guarantees for Linear Bandits—0
Nash Welfare and Facility Location—0
National Origin Discrimination in Deep-learning-powered Automated Resume Screening—0
Navigating Ensemble Configurations for Algorithmic Fairness—0
Navigating Fairness in Radiology AI: Concepts, Consequences,and Crucial Considerations—0
Navigating Fairness Measures and Trade-Offs—0
Navigating Fairness: Practitioners' Understanding, Challenges, and Strategies in AI/ML Development—0
Navigating LLM Ethics: Advancements, Challenges, and Future Directions—0
Navigating Towards Fairness with Data Selection—0
N-Critics: Self-Refinement of Large Language Models with Ensemble of Critics—0
Learning Payment-Free Resource Allocation Mechanisms—0
Near-Optimal Solutions of Constrained Learning Problems—0
Negotiative Alignment: Embracing Disagreement to Achieve Fairer Outcomes -- Insights from Urban Studies—0
Nested Counterfactual Identification from Arbitrary Surrogate Experiments—0
Networked Fairness in Cake Cutting—0
Neural Causal Models for Counterfactual Identification and Estimation—0
Neural Dynamic Data Valuation—0
NeuroLIP: Interpretable and Fair Cross-Modal Alignment of fMRI and Phenotypic Text—0
Neuro-Symbolic Rule Lists—0
Neutralizing the Narrative: AI-Powered Debiasing of Online News Articles—0
New Fairness Metrics for Recommendation that Embrace Differences—0
From Pseudorandomness to Multi-Group Fairness and Back—0
New Metrics to Evaluate the Performance and Fairness of Personalized Federated Learning—0
NFRs in Medical Imaging—0
NICE: CVPR 2023 Challenge on Zero-shot Image Captioning—0
Niyama : Breaking the Silos of LLM Inference Serving—0
No Fair Lunch: A Causal Perspective on Dataset Bias in Machine Learning for Medical Imaging—0
No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users—0
Noise-Aware and Equitable Urban Air Traffic Management: An Optimization Approach—0
Noisy Linear Convergence of Stochastic Gradient Descent for CV@R Statistical Learning under Polyak-Łojasiewicz Conditions—0
No Location Left Behind: Measuring and Improving the Fairness of Implicit Representations for Earth Data—0
Non-Comparative Fairness for Human-Auditing and Its Relation to Traditional Fairness Notions—0
Non-convex Optimization for Learning a Fair Predictor under Equalized Loss Fairness Constraint—0
Non-Cooperative Game Theory Based Rate Adaptation for Dynamic Video Streaming over HTTP—0
Non-Invasive Fairness in Learning through the Lens of Data Drift—0
Multi-objective Reinforcement Learning with Nonlinear Preferences: Provable Approximation for Maximizing Expected Scalarized Return—0
No prejudice! Fair Federated Graph Neural Networks for Personalized Recommendation—0
No-regret Algorithms for Fair Resource Allocation—0
Towards Energy-Aware Federated Learning on Battery-Powered ClientsCode0
Measuring Interventional Robustness in Reinforcement LearningCode0
Achieving Distributive Justice in Federated Learning via Uncertainty QuantificationCode0
Political Neutrality in AI Is Impossible- But Here Is How to Approximate ItCode0
Salus: Fine-Grained GPU Sharing Primitives for Deep Learning ApplicationsCode0
EAB-FL: Exacerbating Algorithmic Bias through Model Poisoning Attacks in Federated LearningCode0
Are Your Models Still Fair? Fairness Attacks on Graph Neural Networks via Node InjectionsCode0
Edge-Colored Clustering in Hypergraphs: Beyond Minimizing Unsatisfied EdgesCode0
Watching the AI Watchdogs: A Fairness and Robustness Analysis of AI Safety Moderation ClassifiersCode0
Threshold-Independent Fair Matching through Score CalibrationCode0
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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