SOTAVerified

Fairness

Papers

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Showing 251–300 of 5676 papers

TitleStatusHype
Enhancing New-item Fairness in Dynamic Recommender SystemsCode0
Does the Prompt-based Large Language Model Recognize Students' Demographics and Introduce Bias in Essay Scoring?—0
Who Gets the Callback? Generative AI and Gender Bias—0
BiasGuard: A Reasoning-enhanced Bias Detection Tool For Large Language Models—0
Quantitative Auditing of AI Fairness with Differentially Private Synthetic Data—0
Enhancing Security and Strengthening Defenses in Automated Short-Answer Grading Systems—0
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS—0
Decision-centric fairness: Evaluation and optimization for resource allocation problemsCode0
Bridging the Generalisation Gap: Synthetic Data Generation for Multi-Site Clinical Model ValidationCode0
AI Alignment in Medical Imaging: Unveiling Hidden Biases Through Counterfactual AnalysisCode0
Mitigating Bias in Facial Recognition Systems: Centroid Fairness Loss Optimization—0
The Convergent Ethics of AI? Analyzing Moral Foundation Priorities in Large Language Models with a Multi-Framework Approach—0
Two-Agent DRL for Power Allocation and IRS Orientation in Dynamic NOMA-based OWC Networks—0
Fairness-aware Dynamic Hosting Capacity and the Impacts of Strategic Solar PV Curtailment—0
Understanding and Mitigating Risks of Generative AI in Financial Services—0
Towards Equitable Rail Service Allocation Through Fairness-Oriented Timetabling in Liberalized Markets—0
Self-Nomination: Deep Learning for Decentralized CSI Feedback Reduction in MU-MIMO Systems—0
Evaluation Framework for AI Systems in "the Wild"—0
Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching—0
Achieving Distributive Justice in Federated Learning via Uncertainty QuantificationCode0
Reflexive Prompt Engineering: A Framework for Responsible Prompt Engineering and Interaction Design—0
Towards responsible AI for education: Hybrid human-AI to confront the Elephant in the room—0
Assessing FAIRness of the Digital Shadow Reference Model—0
Enhancing Trust Through Standards: A Comparative Risk-Impact Framework for Aligning ISO AI Standards with Global Ethical and Regulatory Contexts—0
FairPlay: A Collaborative Approach to Mitigate Bias in Datasets for Improved AI Fairness—0
How Global Calibration Strengthens Multiaccuracy—0
Some Optimizers are More Equal: Understanding the Role of Optimizers in Group Fairness—0
Understanding Accuracy-Fairness Trade-offs in Re-ranking through Elasticity in Economics—0
Single-loop Algorithms for Stochastic Non-convex Optimization with Weakly-Convex Constraints—0
Mitigating Degree Bias in Graph Representation Learning with Learnable Structural Augmentation and Structural Self-AttentionCode1
aiXamine: Simplified LLM Safety and Security—0
Position: Bayesian Statistics Facilitates Stakeholder Participation in Evaluation of Generative AI—0
Max-Min Fairness for Stacked Intelligent Metasurface-Assisted Multi-User MISO Systems—0
FairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering—0
Regret-aware Re-ranking for Guaranteeing Two-sided Fairness and Accuracy in Recommender Systems—0
A Case Study Exploring the Current Landscape of Synthetic Medical Record Generation with Commercial LLMs—0
Balancing Fairness and Performance in Healthcare AI: A Gradient Reconciliation Approach—0
Fairness and Robustness in Machine Unlearning—0
Governance Challenges in Reinforcement Learning from Human Feedback: Evaluator Rationality and Reinforcement Stability—0
ELAB: Extensive LLM Alignment Benchmark in Persian Language—0
Efficient Major Transition Exchange under Distributional and Dual Priority-respecting Constraints—0
Software Engineering Principles for Fairer Systems: Experiments with GroupCARTCode0
M^2FGB: A Min-Max Gradient Boosting Framework for Subgroup FairnessCode0
Benchmarking Mutual Information-based Loss Functions in Federated Learning—0
Discrimination-free Insurance Pricing with Privatized Sensitive Attributes—0
What do people expect from Artificial Intelligence? Public opinion on alignment in AI moderation from Germany and the United States—0
Steering Prosocial AI Agents: Computational Basis of LLM's Decision Making in Social Simulation—0
Counterfactual Fairness Evaluation of Machine Learning Models on Educational Datasets—0
Bias Beyond English: Evaluating Social Bias and Debiasing Methods in a Low-Resource Setting—0
Building Trustworthy Multimodal AI: A Review of Fairness, Transparency, and Ethics in Vision-Language 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