SOTAVerified

Fairness

Papers

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Showing 726–750 of 5676 papers

TitleStatusHype
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