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Fairness

Papers

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Showing 951–1000 of 5676 papers

TitleStatusHype
Fundus2Globe: Generative AI-Driven 3D Digital Twins for Personalized Myopia Management—0
Edge-Colored Clustering in Hypergraphs: Beyond Minimizing Unsatisfied EdgesCode0
Rejected Dialects: Biases Against African American Language in Reward ModelsCode0
Political Neutrality in AI Is Impossible- But Here Is How to Approximate ItCode0
Urinary Tract Infection Detection in Digital Remote Monitoring: Strategies for Managing Participant-Specific Prediction ComplexityCode0
Uncertain Multi-Objective Recommendation via Orthogonal Meta-Learning Enhanced Bayesian Optimization—0
Two Tickets are Better than One: Fair and Accurate Hiring Under Strategic LLM Manipulations—0
Exploring Large Language Models in Healthcare: Insights into Corpora Sources, Customization Strategies, and Evaluation Metrics—0
Intersectional Fairness in Reinforcement Learning with Large State and Constraint Spaces—0
Joint Evaluation of Fairness and Relevance in Recommender Systems with Pareto FrontierCode0
DR.GAP: Mitigating Bias in Large Language Models using Gender-Aware Prompting with Demonstration and Reasoning—0
A new framework for prognostics in decentralized industries: Enhancing fairness, security, and transparency through Blockchain and Federated Learning—0
Biases in Edge Language Models: Detection, Analysis, and Mitigation—0
What's in a Query: Polarity-Aware Distribution-Based Fair Ranking—0
Healthcare cost prediction for heterogeneous patient profiles using deep learning models with administrative claims data—0
From Deception to Perception: The Surprising Benefits of Deepfakes for Detecting, Measuring, and Mitigating Bias—0
Faces of Fairness: Examining Bias in Facial Expression Recognition Datasets and ModelsCode0
Learning Fair Policies for Infectious Diseases Mitigation using Path Integral Control—0
Revisiting the Berkeley Admissions data: Statistical Tests for Causal Hypotheses—0
Bridging Jensen Gap for Max-Min Group Fairness Optimization in RecommendationCode0
A Differentiable Rank-Based Objective For Better Feature Learning—0
Differential Adjusted Parity for Learning Fair Representations—0
A Survey on LLM-based News Recommender Systems—0
SB-Bench: Stereotype Bias Benchmark for Large Multimodal Models—0
Beyond Models! Explainable Data Valuation and Metric Adaption for RecommendationCode0
MoENAS: Mixture-of-Expert based Neural Architecture Search for jointly Accurate, Fair, and Robust Edge Deep Neural Networks—0
Fairness in Agentic AI: A Unified Framework for Ethical and Equitable Multi-Agent System—0
Auto-Drafting Police Reports from Noisy ASR Outputs: A Trust-Centered LLM Approach—0
Coarse Set Theory for AI Ethics and Decision-Making: A Mathematical Framework for Granular Evaluations—0
CreAgent: Towards Long-Term Evaluation of Recommender System under Platform-Creator Information AsymmetryCode0
Contextual Thompson Sampling via Generation of Missing Data—0
Intelligent Offloading in Vehicular Edge Computing: A Comprehensive Review of Deep Reinforcement Learning Approaches and Architectures—0
Intelligent Reconfigurable Optical Wireless Ether—0
Comprehensive Framework for Evaluating Conversational AI Chatbots—0
Finding Words Associated with DIF: Predicting Differential Item Functioning using LLMs and Explainable AI—0
Enhancing kidney transplantation through multi-agent kidney exchange programs: A comprehensive review and optimization models—0
Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain—0
Fact-or-Fair: A Checklist for Behavioral Testing of AI Models on Fairness-Related QueriesCode0
A Hybrid Tabu Scatter Search Algorithm for Simulation-Based Optimization of Multi-Objective Runway Operations Scheduling—0
Vision-Ultrasound Robotic System based on Deep Learning for Gas and Arc Hazard Detection in Manufacturing—0
Impartial utilitarianism on infinite utility streams—0
A Tutorial On Intersectionality in Fair Rankings—0
Group-Adaptive Threshold Optimization for Robust AI-Generated Text Detection—0
Towards Fair and Robust Face Parsing for Generative AI: A Multi-Objective Approach—0
Building A Unified AI-centric Language System: analysis, framework and future work—0
DECAF: Learning to be Fair in Multi-agent Resource Allocation—0
Fairness Aware Reinforcement Learning via Proximal Policy Optimization—0
Targeted Learning for Data Fairness—0
Understanding and Mitigating the Bias Inheritance in LLM-based Data Augmentation on Downstream Tasks—0
Multi-objective methods in Federated Learning: A survey and taxonomy—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