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Fairness

Papers

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Showing 3301–3350 of 5676 papers

TitleStatusHype
Fairness-aware Model-agnostic Positive and Unlabeled Learning—0
Fairness-Aware Multi-Server Federated Learning Task Delegation over Wireless Networks—0
Fairness-Aware Naive Bayes Classifier for Data with Multiple Sensitive Features—0
Network Revenue Management with Demand Learning and Fair Resource-Consumption Balancing—0
FairRec: Fairness-aware News Recommendation with Decomposed Adversarial Learning—0
Fairness-Aware Node Representation Learning—0
Fairness-Aware Online Meta-learning—0
Fairness-aware Online Price Discrimination with Nonparametric Demand Models—0
Fairness-aware Optimal Graph Filter Design—0
Fairness-Aware Optimization of Vehicle-to-Vehicle Interaction for Smart EV Charging Coordination—0
Fairness-aware organ exchange and kidney paired donation—0
Fairness-aware Outlier Ensemble—0
Fairness-aware Photovoltaic Generation Limits for Voltage Regulation in Power Distribution Networks using Conservative Linear Approximations—0
Fairness-Aware Process Mining—0
Fairness-Aware Ranking in Search & Recommendation Systems with Application to LinkedIn Talent Search—0
Fairness-Aware Recommendation of Information Curators—0
Fairness-aware Regression Robust to Adversarial Attacks—0
Fairness Aware Reinforcement Learning via Proximal Policy Optimization—0
Fairness-Aware Scheduling in Multi-Numerology Based 5G New Radio—0
Fairness-Aware Secure Integrated Sensing and Communications with Fractional Programming—0
Fairness-aware Summarization for Justified Decision-Making—0
Fairness-Aware Unsupervised Feature Selection—0
Fairness Based Energy-Efficient 3D Path Planning of a Portable Access Point: A Deep Reinforcement Learning Approach—0
Fairness based Multi-Preference Resource Allocation in Decentralised Open Markets—0
Fairness Behind a Veil of Ignorance: A Welfare Analysis for Automated Decision Making—0
Fairness by Explicability and Adversarial SHAP Learning—0
Fairness by Learning Orthogonal Disentangled Representations—0
Fairness Certification for Natural Language Processing and Large Language Models—0
Non-portability of Algorithmic Fairness in India—0
Fairness constraint in Structural Econometrics and Application to fair estimation using Instrumental Variables—0
Fairness constraints can help exact inference in structured prediction—0
Fairness Constraints in Semi-supervised Learning—0
Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments—0
Fairness criteria through the lens of directed acyclic graphical models—0
Fairness Degrading Adversarial Attacks Against Clustering Algorithms—0
Fairness-Driven LLM-based Causal Discovery with Active Learning and Dynamic Scoring—0
Fairness-Driven Private Collaborative Machine Learning—0
Fairness-enhancing deep learning for ride-hailing demand prediction—0
Fairness-enhancing interventions in stream classification—0
Fairness-enhancing mixed effects deep learning improves fairness on in- and out-of-distribution clustered (non-iid) data—0
Fairness-Enhancing Vehicle Rebalancing in the Ride-hailing System—0
Fairness Evaluation in Deepfake Detection Models using Metamorphic Testing—0
Fairness Evaluation in Text Classification: Machine Learning Practitioner Perspectives of Individual and Group Fairness—0
Fairness Evaluation with Item Response Theory—0
Fairness Feedback Loops: Training on Synthetic Data Amplifies Bias—0
Fairness for All: Investigating Harms to Within-Group Individuals in Producer Fairness Re-ranking Optimization -- A Reproducibility Study—0
Fairness for AUC via Feature Augmentation—0
Cooperative Multi-Agent Fairness and Equivariant Policies—0
Fairness for Robust Learning to Rank—0
Fairness for Text Classification Tasks with Identity Information Data Augmentation Methods—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