フォロー
Zeyu Tang
Zeyu Tang
Carnegie Mellon University
確認したメール アドレス: cmu.edu - ホームページ
タイトル
引用先
引用先
年
What-is and How-to for Fairness in Machine Learning: A Survey, Reflection, and Perspective
Z Tang, J Zhang, K Zhang
ACM Computing Surveys 55 (0360-0300), 299:1--299:37, 2023
292023
Steering LLMs Towards Unbiased Responses: A Causality-Guided Debiasing Framework
J Li*, Z Tang*, X Liu, P Spirtes, K Zhang, L Leqi, Y Liu
arXiv preprint arXiv:2403.08743, 2024
132024
Attainability and Optimality: The Equalized Odds Fairness Revisited
Z Tang, K Zhang
The 1st Conference on Causal Learning and Reasoning (CLeaR 2022), 754-786, 2022
132022
Tier Balancing: Towards Dynamic Fairness over Underlying Causal Factors
Z Tang, Y Chen, Y Liu, K Zhang
The 11th International Conference on Learning Representations (ICLR 2023), 2023
112023
Model Transferability With Responsive Decision Subjects
Y Chen, Z Tang, K Zhang, Y Liu
The 40th International Conference on Machine Learning (ICML 2023) 202 (PMLR …, 2023
92023
Long-Term Fairness Inquiries and Pursuits in Machine Learning: A Survey of Notions, Methods, and Challenges
U Gohar, Z Tang, J Wang, K Zhang, PL Spirtes, Y Liu, L Cheng
arXiv preprint arXiv:2406.06736, 2024
32024
Procedural Fairness Through Decoupling Objectionable Data Generating Components
Z Tang, J Wang, Y Liu, P Spirtes, K Zhang
The 12th International Conference on Learning Representations (ICLR 2024), 2024
22024
Detecting and Identifying Selection Structure in Sequential Data
Y Zheng, Z Tang, Y Qiu, B Schölkopf, K Zhang
The 41st International Conference on Machine Learning (ICML 2024), 2024
12024
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