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Fairness

Papers

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Showing 1201–1250 of 5676 papers

TitleStatusHype
AI Fairness: from Principles to Practice—0
A Low-Delay MAC for IoT Applications: Decentralized Optimal Scheduling of Queues without Explicit State Information Sharing—0
Decision Making with Differential Privacy under a Fairness Lens—0
A Survey on Preserving Fairness Guarantees in Changing Environments—0
A Center in Your Neighborhood: Fairness in Facility Location—0
Debiasing Neural Retrieval via In-batch Balancing Regularization—0
A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions—0
Adaptive Boosting with Fairness-aware Reweighting Technique for Fair Classification—0
Debiasing Methods for Fairer Neural Models in Vision and Language Research: A Survey—0
Debiasing Pretrained Text Encoders by Paying Attention to Paying Attention—0
A survey on knowledge-enhanced multimodal learning—0
Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder—0
Counterfactual Fairness through Transforming Data Orthogonal to Bias—0
A Survey on Intersectional Fairness in Machine Learning: Notions, Mitigation, and Challenges—0
Counterfactual Fairness through Data Preprocessing—0
Counterfactual fairness: removing direct effects through regularization—0
AI Ethics Principles in Practice: Perspectives of Designers and Developers—0
Counterfactual Fairness Is Not Demographic Parity, and Other Observations—0
Counterfactual Fairness Is Basically Demographic Parity—0
Adapting SQuaRE for Quality Assessment of Artificial Intelligence Systems—0
Counterfactual Fairness with Partially Known Causal Graph—0
Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning—0
Evaluating and Mitigating Bias in Image Classifiers: A Causal Perspective Using Counterfactuals—0
A Survey on LLM-based News Recommender Systems—0
Debiasing Graph Representation Learning based on Information Bottleneck—0
Debias the Black-box: A Fair Ranking Framework via Knowledge Distillation—0
Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression—0
AI Fairness for People with Disabilities: Point of View—0
Counterfactually Fair Regression with Double Machine Learning—0
Counterfactually Fair Reinforcement Learning via Sequential Data Preprocessing—0
Data-Driven Fairness Generalization for Deepfake Detection—0
Counterfactual Multi-Token Fairness in Text Classification—0
A Survey on the Fairness of Recommender Systems—0
Counterfactual Reasoning for Fair Clinical Risk Prediction—0
A Survey on Trustworthiness in Foundation Models for Medical Image Analysis—0
AI Fairness in Practice—0
A Survey on Trustworthy Recommender Systems—0
DeCAP: Context-Adaptive Prompt Generation for Debiasing Zero-shot Question Answering in Large Language Models—0
Integrating Fairness and Model Pruning Through Bi-level Optimization—0
CO-VADA: A Confidence-Oriented Voice Augmentation Debiasing Approach for Fair Speech Emotion Recognition—0
Covariance-Robust Dynamic Watermarking—0
Coverage and Spectral Efficiency of NOMA-Enabled LEO Satellite Networks with Ordering Schemes—0
A Systematic Literature Review on Client Selection in Federated Learning—0
AI for Explaining Decisions in Multi-Agent Environments—0
Counterfactual Fairness in Text Classification through Robustness—0
A survey on fairness of large language models in e-commerce: progress, application, and challenge—0
Adapting Fairness Interventions to Missing Values—0
Counterfactual Fairness for Predictions using Generative Adversarial Networks—0
Creating a Discipline-specific Commons for Infectious Disease Epidemiology—0
Counterfactual Fairness Evaluation of Machine Learning Models on Educational Datasets—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