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Fairness

Papers

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Showing 2301–2350 of 5676 papers

TitleStatusHype
Fairness-Aware Secure Integrated Sensing and Communications with Fractional Programming—0
Consensus-based Participatory Budgeting for Legitimacy: Decision Support via Multi-agent Reinforcement Learning—0
Fairness in Recommendation: Foundations, Methods and Applications—0
Fairness-aware Summarization for Justified Decision-Making—0
Fairness-Aware Unsupervised Feature Selection—0
Considerations for Task Allocation in Human-Robot Teams—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
Fair Machine Learning for Healthcare Requires Recognizing the Intersectionality of Sociodemographic Factors, a Case Study—0
FairlyUncertain: A Comprehensive Benchmark of Uncertainty in Algorithmic Fairness—0
Fairness by Learning Orthogonal Disentangled Representations—0
Constant Approximation for Individual Preference Stable Clustering—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 in Recommendation Ranking through Pairwise Comparisons—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
Fairly Private: Investigating The Fairness of Visual Privacy Preservation Algorithms—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
Fairly Predicting Graft Failure in Liver Transplant for Organ Assigning—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
Collective decisions under uncertainty: efficiency, ex-ante fairness, and normalization—0
Fairly Allocating Utility in Constrained Multiwinner Elections—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
Fairly Adaptive Negative Sampling for Recommendations—0
Fairness for Robust Learning to Rank—0
Fairness for Text Classification Tasks with Identity Information Data Augmentation Methods—0
Fairness for Unobserved Characteristics: Insights from Technological Impacts on Queer Communities—0
Fairness for Whom? Critically reframing fairness with Nash Welfare Product—0
Fairness for Whom? Understanding the Reader's Perception of Fairness in Text Summarization—0
Fairness for Workers Who Pull the Arms: An Index Based Policy for Allocation of Restless Bandit Tasks—0
Fairness: from the ethical principle to the practice of Machine Learning development as an ongoing agreement with stakeholders—0
Fairness GAN—0
Fairness Guaranteed and Auction-based x-haul and Cloud Resource Allocation in Multi-tenant O-RANs—0
Aggregating Concepts of Accuracy and Fairness in Prediction Algorithms—0
Fairness in Ranking: A Survey—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