Xiaojun Mao

Efficient Sparse Least Absolute Deviation Regression With Differential Privacy

2024 · IEEE Transactions on Information Forensics and Security

In recent years, privacy-preserving machine learning algorithms have attracted increasing attention because of their important applications in many scientific fields. However, in the literature, most privacy-preserving algorithms demand learning objectives to be strongly convex and …