SOTAVerified

Fairness

Papers

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Showing 501–550 of 5676 papers

TitleStatusHype
Decentralized Annuity: A Quest for the Holy Grail of Lifetime Financial Security—0
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
From Abstract to Actionable: Pairwise Shapley Values for Explainable AICode0
Envious Explore and Exploit—0
Edge-Colored Clustering in Hypergraphs: Beyond Minimizing Unsatisfied EdgesCode0
Two Tickets are Better than One: Fair and Accurate Hiring Under Strategic LLM Manipulations—0
Fundus2Globe: Generative AI-Driven 3D Digital Twins for Personalized Myopia Management—0
Rejected Dialects: Biases Against African American Language in Reward ModelsCode0
Uncertain Multi-Objective Recommendation via Orthogonal Meta-Learning Enhanced Bayesian Optimization—0
A new framework for prognostics in decentralized industries: Enhancing fairness, security, and transparency through Blockchain and Federated Learning—0
Healthcare cost prediction for heterogeneous patient profiles using deep learning models with administrative claims data—0
Exploring Large Language Models in Healthcare: Insights into Corpora Sources, Customization Strategies, and Evaluation Metrics—0
DR.GAP: Mitigating Bias in Large Language Models using Gender-Aware Prompting with Demonstration and Reasoning—0
What's in a Query: Polarity-Aware Distribution-Based Fair Ranking—0
Biases in Edge Language Models: Detection, Analysis, and Mitigation—0
FairDiverse: A Comprehensive Toolkit for Fair and Diverse Information Retrieval AlgorithmsCode1
Intersectional Fairness in Reinforcement Learning with Large State and Constraint Spaces—0
Joint Evaluation of Fairness and Relevance in Recommender Systems with Pareto FrontierCode0
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
Differential Adjusted Parity for Learning Fair Representations—0
A Survey on LLM-based News Recommender Systems—0
Bridging Jensen Gap for Max-Min Group Fairness Optimization in RecommendationCode0
A Differentiable Rank-Based Objective For Better Feature Learning—0
Beyond Models! Explainable Data Valuation and Metric Adaption for RecommendationCode0
SB-Bench: Stereotype Bias Benchmark for Large Multimodal Models—0
CreAgent: Towards Long-Term Evaluation of Recommender System under Platform-Creator Information AsymmetryCode0
MoENAS: Mixture-of-Expert based Neural Architecture Search for jointly Accurate, Fair, and Robust Edge Deep Neural Networks—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
Fairness in Agentic AI: A Unified Framework for Ethical and Equitable Multi-Agent System—0
Enhancing kidney transplantation through multi-agent kidney exchange programs: A comprehensive review and optimization models—0
Finding Words Associated with DIF: Predicting Differential Item Functioning using LLMs and Explainable AI—0
Contextual Thompson Sampling via Generation of Missing Data—0
Intelligent Reconfigurable Optical Wireless Ether—0
Comprehensive Framework for Evaluating Conversational AI Chatbots—0
Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain—0
Intelligent Offloading in Vehicular Edge Computing: A Comprehensive Review of Deep Reinforcement Learning Approaches and Architectures—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
Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A SurveyCode2
Vision-Ultrasound Robotic System based on Deep Learning for Gas and Arc Hazard Detection in Manufacturing—0
A Tutorial On Intersectionality in Fair Rankings—0
Impartial utilitarianism on infinite utility streams—0
Targeted Learning for Data Fairness—0
Building A Unified AI-centric Language System: analysis, framework and future work—0
Understanding and Mitigating the Bias Inheritance in LLM-based Data Augmentation on Downstream Tasks—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