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Papers matching “group fairness” 11

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Fairness-Aware Network Embeddings: Methods, Applications, and Challenges
2026 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Ella Has, Harshith Kumar Yadav, Gaurav Dixit, Mykola Pechenizkiy, Akrati Saxena

1

citations
Fairness-Sensitive PageRank Approximation
2026 arXiv (Cornell University) preprint Computer Science Ethics and Social Impacts of AI Open access

Mukesh Kumar, Gaurav Dixit, Akrati Saxena

2

citations
On Graph Neural Network Fairness in the Presence of Heterophilous Neighborhoods
2022 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Jiong Zhu, Mark Heimann, Ben Fish, Michael T. Schaub, Danai Koutra

5

citations
Evaluating Fairness and Mitigating Bias in Machine Learning: A Novel Technique using Tensor Data and Bayesian Regression
2025 arXiv (Cornell University) preprint Computer Science Ethics and Social Impacts of AI Open access

Kuniko Paxton, Koorosh Aslansefat, Dhavalkumar Thakker, Yiannis I. Papadopoulos

2

citations
Fairness in Opinion Dynamics
2026 arXiv (Cornell University) preprint Computer Science Ethics and Social Impacts of AI Open access

Stanisław Stępień, Michalina Janik, Mateusz Nurek, Akrati Saxena, Radosław Michalski

3

citations
FAIR Digital Objects for Science: From Data Pieces to Actionable Knowledge Units
2020 Preprints.org preprint Computer Science Research Data Management Practices Open access

Koenraad De Smedt, Dimitrios Koureas, Peter Wittenburg

12

citations
Locally Fair PageRank: Mean-Field Approximation and One-Step Refinement
2026 arXiv (Cornell University) preprint Computer Science Ethics and Social Impacts of AI Open access

Mukesh Kumar, Gaurav Dixit, Akrati Saxena

0

citations
FRAME: Separating sampling variation from performance disparities in medical image analysis
2026 arXiv (Cornell University) preprint Computer Science Ethics and Social Impacts of AI Open access

Mahshad Lotfinia, Daniel Truhn, Andreas Maier, Soroosh Tayebi Arasteh

0

citations
Social Welfare Function Leaderboard: When LLM Agents Allocate Social Welfare
2025 arXiv (Cornell University) preprint Computer Science Ethics and Social Impacts of AI Open access

Xingyu Chen, Mengru Wang, Qu Yang, Yue Wang, Fanghua Ye, Ziyang Chen, +6 more

5

citations
When accurate prediction models yield harmful self-fulfilling prophecies
2023 arXiv (Cornell University) preprint Computer Science Machine Learning in Healthcare Open access

Wouter A. C. van Amsterdam, Nan van Geloven, Jesse H. Krijthe, Giovanni Cinà

5

citations
First Experiences in Performance Benchmarking with the New SPEChpc 2021 Suites
2022 arXiv (Cornell University) preprint Computer Science Parallel Computing and Optimization Techniques Open access

Holger Brunst, Sunita Chandrasekaran, Florina M. Ciorba, Nick Hagerty, Robert Henschel, Guido Juckeland, +4 more

2

citations

11 results