SOTAVerified

Fairness

Papers

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Showing 5151–5200 of 5676 papers

TitleStatusHype
Enforcing fairness in private federated learning via the modified method of differential multipliers—0
Enforcing Fairness Where It Matters: An Approach Based on Difference-of-Convex Constraints—0
Enforcing Hard Linear Constraints in Deep Learning Models with Decision Rules—0
Enhanced Fairness Testing via Generating Effective Initial Individual Discriminatory Instances—0
Enhancements for Developing a Comprehensive AI Fairness Assessment Standard—0
Enhancing Breast Cancer Diagnosis in Mammography: Evaluation and Integration of Convolutional Neural Networks and Explainable AI—0
Understanding and Reducing the Class-Dependent Effects of Data Augmentation with A Two-Player Game Approach—0
Enhancing Convergence, Privacy and Fairness for Wireless Personalized Federated Learning: Quantization-Assisted Min-Max Fair Scheduling—0
Balancing Efficiency and Equity in Classroom Assignment under Endogenous Peer Effects—0
Enhancing Fairness and Performance in Machine Learning Models: A Multi-Task Learning Approach with Monte-Carlo Dropout and Pareto Optimality—0
Travel Demand Forecasting: A Fair AI Approach—0
Learning Fairer Representations with FairVIC—0
Enhancing Fairness through Reweighting: A Path to Attain the Sufficiency Rule—0
Enhancing Federated Learning Through Secure Cluster-Weighted Client Aggregation—0
Friends in Unexpected Places: Enhancing Local Fairness in Federated Learning through Clustering—0
Enhancing kidney transplantation through multi-agent kidney exchange programs: A comprehensive review and optimization models—0
Enhancing Logical Reasoning in Large Language Models to Facilitate Legal Applications—0
Enhancing Model Fairness and Accuracy with Similarity Networks: A Methodological Approach—0
Enhancing Multi-Attribute Fairness in Healthcare Predictive Modeling—0
Enhancing Recommender System Performance by Histogram Equalization—0
Enhancing Security and Strengthening Defenses in Automated Short-Answer Grading Systems—0
Enhancing the Fairness and Performance of Edge Cameras with Explainable AI—0
Enhancing transparency in AI-powered customer engagement—0
Enhancing Trust in LLMs: Algorithms for Comparing and Interpreting LLMs—0
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
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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