Zhenpeng Chen

Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey

Max Hort, Zhenpeng Chen, Jie M. Zhang et al. · ACM Journal on Responsible Computing · 2023 · 168 citations · Full text

Dataset Bias, Engineering, Machine Learning +15

Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data

Chengxu Yang, Qipeng Wang, Mengwei Xu et al. · 2021 · 120 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +25

A comprehensive study on challenges in deploying deep learning based software

Zhenpeng Chen, Yanbin Cao, Yuanqiang Liu et al. · 2020 · 116 citations

Artificial Intelligence, Software Maintenance, Engineering +22

Through a Gender Lens

Zhenpeng Chen, Xuan Lü, Wei Ai et al. · 2018 · 99 citations · Full text

Emojis, Gendered Perception, Queer Theory +23

A Comprehensive Empirical Study of Bias Mitigation Methods for Machine Learning Classifiers

Zhenpeng Chen, Jie M. Zhang, Federica Sarro et al. · ACM Transactions on Software Engineering and Methodology · 2023 · 83 citations · Full text

Engineering, Machine Learning, Software Bias +22