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Fairness

Papers

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Showing 1701–1750 of 5676 papers

TitleStatusHype
Ensuring Fair LLM Serving Amid Diverse Applications—0
Bias Mitigation Post-processing for Individual and Group Fairness—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
Examining the Interplay Between Privacy and Fairness for Speech Processing: A Review and Perspective—0
Entity Aware Modelling: A Survey—0
Expert-Like Reparameterization of Heterogeneous Pyramid Receptive Fields in Efficient CNNs for Fair Medical Image Classification—0
Controllable Text Generation for Open-Domain Creativity and Fairness—0
Bias Reducing Multitask Learning on Mental Health Prediction—0
Enumeration of Distinct Support Vectors for Interactive Decision Making—0
Addressing Fairness Issues in Deep Learning-Based Medical Image Analysis: A Systematic Review—0
Envy-Free Classification—0
EOMM: An Engagement Optimized Matchmaking Framework—0
Bias Similarity Across Large Language Models—0
Bias-Tolerant Fair Classification—0
Fair Hierarchical Clustering—0
Bicriteria Approximation Algorithms for Priority Matroid Median—0
A New Approach to Fair Distribution of Welfare—0
BiFair: A Fairness-aware Training Framework for LLM-enhanced Recommender Systems via Bi-level Optimization—0
Equality before the Law: Legal Judgment Consistency Analysis for Fairness—0
Contrastive Learning for Debiased Candidate Generation in Large-Scale Recommender Systems—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
Towards Fairness-Aware Federated Learning—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
A new look at fairness in stochastic multi-armed bandit problems—0
Equalizing Gender Bias in Neural Machine Translation with Word Embeddings Techniques—0
Equalizing Recourse across Groups—0
A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics—0
AI-based traffic analysis in digital twin networks—0
Equal Opportunity and Affirmative Action via Counterfactual Predictions—0
BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge—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
Contrastive Fairness in Machine Learning—0
Contraction of Private Quantum Channels and Private Quantum Hypothesis Testing—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
A Survey of Defenses against AI-generated Visual Media: Detection, Disruption, and Authentication—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