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Fairness

Papers

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Showing 2901–2950 of 5676 papers

TitleStatusHype
Enhancing Trust Through Standards: A Comparative Risk-Impact Framework for Aligning ISO AI Standards with Global Ethical and Regulatory Contexts—0
Ensuring Equitable Financial Decisions: Leveraging Counterfactual Fairness and Deep Learning for Bias—0
Ensuring Fair LLM Serving Amid Diverse Applications—0
Ensuring Fairness under Prior Probability Shifts—0
Ensuring Fairness with Transparent Auditing of Quantitative Bias in AI Systems—0
Ensuring Safety and Trust: Analyzing the Risks of Large Language Models in Medicine—0
A Conceptual Algorithm for Applying Ethical Principles of AI to Medical Practice—0
Ensuring User-side Fairness in Dynamic Recommender Systems—0
Entity Aware Modelling: A Survey—0
Enumeration of Distinct Support Vectors for Interactive Decision Making—0
Envious Explore and Exploit—0
Envy-Free Classification—0
EOMM: An Engagement Optimized Matchmaking Framework—0
Equality before the Law: Legal Judgment Consistency Analysis for Fairness—0
Equality of Effort via Algorithmic Recourse—0
Equality of Learning Opportunity via Individual Fairness in Personalized Recommendations—0
Equality of Opportunity in Classification: A Causal Approach—0
Equalized Robustness: Towards Sustainable Fairness Under Distributional Shifts—0
Equalizing Credit Opportunity in Algorithms: Aligning Algorithmic Fairness Research with U.S. Fair Lending Regulation—0
Equalizing Financial Impact in Supervised Learning—0
Equalizing Gender Bias in Neural Machine Translation with Word Embeddings Techniques—0
Equalizing Recourse across Groups—0
Equal Opportunity and Affirmative Action via Counterfactual Predictions—0
FairCoT: Enhancing Fairness in Diffusion Models via Chain of Thought Reasoning of Multimodal Language Models—0
EquiPy: Sequential Fairness using Optimal Transport in Python—0
Equitable Allocation of Healthcare Resources with Fair Cox Models—0
Equitable Electronic Health Record Prediction with FAME: Fairness-Aware Multimodal Embedding—0
Equitable Networked Microgrid Topology Reconfiguration for Wildfire Risk Mitigation—0
Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models—0
Equity and Fairness of Bayesian Knowledge Tracing—0
Equity Beyond Bias in Language Technologies for Education—0
Equity in Healthcare: Analyzing Disparities in Machine Learning Predictions of Diabetic Patient Readmissions—0
Equity of Attention: Amortizing Individual Fairness in Rankings—0
Error Parity Fairness: Testing for Group Fairness in Regression Tasks—0
Establishing and Evaluating Trustworthy AI: Overview and Research Challenges—0
Estimating and Controlling for Equalized Odds via Sensitive Attribute Predictors—0
Estimating and Implementing Conventional Fairness Metrics With Probabilistic Protected Features—0
Estimation of Fair Ranking Metrics with Incomplete Judgments—0
Ethical AI in Retail: Consumer Privacy and Fairness—0
Ethical AI on the Waitlist: Group Fairness Evaluation of LLM-Aided Organ Allocation—0
Ethical Challenges and Evolving Strategies in the Integration of Artificial Intelligence into Clinical Practice—0
Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance—0
Ethical Leadership in the Age of AI Challenges, Opportunities and Framework for Ethical Leadership—0
Ethically aligned Deep Learning: Unbiased Facial Aesthetic Prediction—0
Ethics of AI: A Systematic Literature Review of Principles and Challenges—0
Ethics of Artificial Intelligence in Surgery—0
Evaluate Bias without Manual Test Sets: A Concept Representation Perspective for LLMs—0
Evaluating AI fairness in credit scoring with the BRIO tool—0
Evaluating AI Group Fairness: a Fuzzy Logic Perspective—0
Evaluating Bias in LLMs for Job-Resume Matching: Gender, Race, and Education—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