Lu Zhang

FairGAN: Fairness-aware Generative Adversarial Networks

Depeng Xu, Shuhan Yuan, Lu Zhang et al. · 2018 · 344 citations

Computing, Computer Science, Artificial Intelligence +11

A Causal Framework for Discovering and Removing Direct and Indirect Discrimination

Lu Zhang, Yongkai Wu, Xintao Wu · 2017 · 148 citations · Full text

Public Health, Computer Science, Causal Inference +14

Decision Tree Based Predictive Models for Breast Cancer Survivability on Imbalanced Data

Yaqin Liu, Cheng Wang, Lu Zhang · 2009 · 105 citations

Computing, Biostatistics, Oncology +17

Achieving Causal Fairness through Generative Adversarial Networks

Depeng Xu, Yongkai Wu, Shuhan Yuan et al. · 2019 · 70 citations · Full text

Computing, Computer Science, Artificial Intelligence +14

Counterfactual Fairness: Unidentification, Bound and Algorithm

Yongkai Wu, Lu Zhang, Xintao Wu · 2019 · 67 citations · Full text

Computing, Data Science, Causal Inference +9