SOTAVerified

Fairness

Papers

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Showing 526–550 of 5676 papers

TitleStatusHype
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