Xiaofei Zhang

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 …

Green City Environmental Monitoring and Landscape Planning and Design Based on Communication Technology and IoT

2023 · Journal of Combinatorial Mathematics and Combinatorial Computing

Cities are highly concentrated areas of human civilization, the contradiction between urban development and resources and environment has become increasingly prominent. Inefficient use of energy and land resources, shortage of water resources, and environmental pollution …