2 papers
cs.CR2026
Preserving Data Privacy in Learning Causal Structure with Fully Homomorphic Encryption
Jian Yang, Yuan Tong, Qinbin Li +2
Preserving data privacy is an important topic in structural data management and data mining. However, the issue of privacy leakage in distributed causal structure learning is a per…
cs.LG2023
Interpretable Traffic Event Analysis with Bayesian Networks
Tong Yuan, Jian Yang, Zeyi Wen
Although existing machine learning-based methods for traffic accident analysis can provide good quality results to downstream tasks, they lack interpretability which is crucial for…