SOTAVerified

Fairness

Papers

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Showing 701–750 of 5676 papers

TitleStatusHype
Gender Bias in Explainability: Investigating Performance Disparity in Post-hoc MethodsCode0
StablePCA: Learning Shared Representations across Multiple Sources via Minimax Optimization—0
Machine Learning Fairness in House Price Prediction: A Case Study of America's Expanding MetropolisesCode0
Artificial Intelligence in Government: Why People Feel They Lose Control—0
Bayes-Optimal Fair Classification with Multiple Sensitive Features—0
From Texts to Shields: Convergence of Large Language Models and Cybersecurity—0
Enhancing New-item Fairness in Dynamic Recommender SystemsCode0
BiasGuard: A Reasoning-enhanced Bias Detection Tool For Large Language Models—0
Does the Prompt-based Large Language Model Recognize Students' Demographics and Introduce Bias in Essay Scoring?—0
Enhancing Security and Strengthening Defenses in Automated Short-Answer Grading Systems—0
Who Gets the Callback? Generative AI and Gender Bias—0
Quantitative Auditing of AI Fairness with Differentially Private Synthetic Data—0
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS—0
Bridging the Generalisation Gap: Synthetic Data Generation for Multi-Site Clinical Model ValidationCode0
Decision-centric fairness: Evaluation and optimization for resource allocation problemsCode0
AI Alignment in Medical Imaging: Unveiling Hidden Biases Through Counterfactual AnalysisCode0
The Convergent Ethics of AI? Analyzing Moral Foundation Priorities in Large Language Models with a Multi-Framework Approach—0
Mitigating Bias in Facial Recognition Systems: Centroid Fairness Loss Optimization—0
Fairness-aware Dynamic Hosting Capacity and the Impacts of Strategic Solar PV Curtailment—0
Two-Agent DRL for Power Allocation and IRS Orientation in Dynamic NOMA-based OWC Networks—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
FairPlay: A Collaborative Approach to Mitigate Bias in Datasets for Improved AI Fairness—0
Achieving Distributive Justice in Federated Learning via Uncertainty QuantificationCode0
Enhancing Trust Through Standards: A Comparative Risk-Impact Framework for Aligning ISO AI Standards with Global Ethical and Regulatory Contexts—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
Reflexive Prompt Engineering: A Framework for Responsible Prompt Engineering and Interaction Design—0
Single-loop Algorithms for Stochastic Non-convex Optimization with Weakly-Convex Constraints—0
Some Optimizers are More Equal: Understanding the Role of Optimizers in Group Fairness—0
Position: Bayesian Statistics Facilitates Stakeholder Participation in Evaluation of Generative AI—0
aiXamine: Simplified LLM Safety and Security—0
How Global Calibration Strengthens Multiaccuracy—0
Understanding Accuracy-Fairness Trade-offs in Re-ranking through Elasticity in Economics—0
A Case Study Exploring the Current Landscape of Synthetic Medical Record Generation with Commercial LLMs—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
Balancing Fairness and Performance in Healthcare AI: A Gradient Reconciliation Approach—0
Fairness and Robustness in Machine Unlearning—0
Software Engineering Principles for Fairer Systems: Experiments with GroupCARTCode0
Governance Challenges in Reinforcement Learning from Human Feedback: Evaluator Rationality and Reinforcement Stability—0
Efficient Major Transition Exchange under Distributional and Dual Priority-respecting Constraints—0
ELAB: Extensive LLM Alignment Benchmark in Persian Language—0
Discrimination-free Insurance Pricing with Privatized Sensitive Attributes—0
Steering Prosocial AI Agents: Computational Basis of LLM's Decision Making in Social Simulation—0
What do people expect from Artificial Intelligence? Public opinion on alignment in AI moderation from Germany and the United States—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